17/09/2019

Untidy data

Working with data

  • When working with data, there are often multiple ways to store the exact same information
  • For example, we can sometimes store data in what is called “wide” or “long” format

Example

participant day1 day2
Keeanu Reeves 93.93111 96.73981
Leonardo DiCaprio 101.29263 120.87323

participant day score
Keeanu Reeves 1 93.93111
Leonardo DiCaprio 1 101.29263
Keeanu Reeves 2 96.73981
Leonardo DiCaprio 2 120.87323

The Headache

  • Often we collect/store data in one format, but the analysis software wants a different format
  • Software can be inconsistent in which data shape it prefers, e.g. SPSS requires the data in wide format for repeated measures ANOVA but long format for regression
  • Manually reshaping data e.g. by copy-pasting columns in Excel takes a long time and is error-prone

Other data problems

  • Sometimes we have other problems with our data
  • For example, we may have some incorrect/duplicated observations, redundant variables, and missing values
  • These are usually less difficult to deal with in traditional software, but can also be a pain

Tidy data

What is tidy data?

  • Tidy data is a concept developed by Hadley Wickham
  • The goal of tidy data is to have one data format which is simple, easy to work with, and can be used for any analysis

The definition of tidy data

  • Tidy data is data in which:
    • Each variable has its own column
    • Each observation has its own row
    • Each value has its own cell

Another way to think about tidy data

  • Observational unit is whatever we measure (e.g. subjects, cases, trials, schools, etc…)
  • Each observational unit has ALL the IVs and the DV that we’re interested in
  • If we measure a subject repeatedly (e.g. in repeated measure design, over time or in different conditions), then each measure is an observational unit . In other words, each unique value of the DV should be its own observational unit
  • You know your data is tidy when each row of your data is exactly one observational unit, each column is either IV or DV (or some auxilary variable, e.g. ID), and the DV is in a single column

Which dataset is tidy?

participant day1 day2
Keeanu Reeves 124.65582 93.13654
Leonardo DiCaprio 79.15488 121.74459

participant day score
Keeanu Reeves 1 124.65582
Leonardo DiCaprio 1 79.15488
Keeanu Reeves 2 93.13654
Leonardo DiCaprio 2 121.74459

dplyr

What is dplyr?

  • dplyr is an R package developed by Hadley Wickham
  • dplyr provides a set of verbs for manipulating dataframes:
    • select: select or drop variables
    • filter: filter observations based on conditions
    • arrange : order observations by values in variables
    • mutate: modify existing variables or create new ones
    • gather : gather a variable that is spread across multiple columns
    • spread : spread mutliple variables that are squeezed in one column
    • group_by and summarize: create cross-tabulations using variables

The pipe %>%

  • The pipe (“%>%”) is a special thing that makes R great
  • R is a functional programming language, meaning that we pass objects onto functions to make things happen. For example, if we run the code mean(c(1, 3, 5, 7), we take the mean of the numbers 1, 3, 5, and 7 (= 4)
  • Pipe allows us to invert the relationship, which makes for a more readable code:
c(1, 3, 5, 7) %>% # First, take a list of number 1, 3, 5, 7, THEN
  mean() # Take its mean
## [1] 4
  • Pipe makes the code much more readable for humans!

select

  • sometimes, not all of the variables in a dataset are useful to us, or we want to create a dataset with only a subset of the variables
  • select is a versatile verb that we can use to easily select only the variables that we’re interested in

Select 3 variables

  • For example, if are were only interested in the ID, age and smoker variables:
my_data %>%
  select(ID, age, smoker) %>%
  knitr::kable()
ID age smoker
1 20 FALSE
2 21 FALSE
3 18 FALSE
4 24 FALSE
5 18 FALSE
6 20 FALSE
7 20 FALSE
8 18 FALSE
9 22 TRUE
10 22 FALSE
11 23 FALSE
12 21 FALSE
13 17 FALSE
14 23 FALSE
15 20 FALSE
16 17 FALSE
17 18 FALSE
18 20 FALSE
19 20 TRUE
20 21 FALSE
21 21 FALSE
22 22 FALSE
23 21 FALSE
24 23 FALSE
25 19 FALSE
26 20 TRUE
27 23 FALSE
28 22 FALSE
29 18 FALSE
30 18 FALSE
31 22 FALSE
32 20 FALSE
33 19 FALSE
34 21 FALSE
35 20 FALSE
36 23 FALSE
37 17 FALSE
38 17 FALSE
39 20 TRUE
40 21 TRUE
41 21 FALSE
42 22 FALSE
43 20 TRUE
44 21 FALSE
45 18 FALSE
46 18 TRUE
47 18 FALSE
48 16 FALSE
49 21 FALSE
50 19 FALSE
51 21 FALSE
52 22 FALSE
53 20 FALSE
54 19 FALSE
55 23 FALSE
56 21 TRUE
57 19 FALSE
58 20 FALSE
59 19 FALSE
60 17 FALSE
61 22 FALSE
62 23 FALSE
63 20 FALSE
64 20 FALSE
65 18 FALSE
66 20 FALSE
67 19 FALSE
68 17 TRUE
69 22 FALSE
70 19 FALSE
71 20 FALSE
72 20 FALSE
73 22 FALSE
74 21 FALSE
75 23 FALSE
76 17 FALSE
77 21 FALSE
78 19 TRUE
79 20 FALSE
80 18 FALSE
81 20 TRUE
82 21 FALSE
83 22 FALSE
84 19 TRUE
85 22 FALSE
86 20 FALSE
87 20 TRUE
88 19 FALSE
89 22 FALSE
90 20 FALSE
91 22 FALSE
92 21 FALSE
93 22 FALSE
94 17 FALSE
95 22 FALSE
96 18 FALSE
97 17 FALSE
98 20 FALSE
99 19 FALSE
100 17 FALSE
101 22 TRUE
102 23 FALSE
103 17 FALSE
104 20 FALSE
105 19 FALSE
106 21 FALSE
107 18 FALSE
108 23 TRUE
109 19 FALSE
110 17 FALSE
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112 21 FALSE
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114 18 FALSE
115 20 FALSE
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119 22 FALSE
120 19 TRUE
121 20 FALSE
122 22 FALSE
123 17 FALSE
124 23 FALSE
125 20 FALSE
126 20 FALSE
127 20 FALSE
128 20 FALSE
129 21 FALSE
130 18 FALSE
131 19 FALSE
132 21 FALSE
133 22 TRUE
134 22 FALSE
135 26 FALSE
136 17 FALSE
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922 18 TRUE
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943 22 FALSE
944 20 TRUE
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951 16 FALSE
952 18 FALSE
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962 20 FALSE
963 22 FALSE
964 19 TRUE
965 20 FALSE
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967 23 FALSE
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970 23 TRUE
971 21 FALSE
972 24 FALSE
973 20 FALSE
974 22 FALSE
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978 19 FALSE
979 25 FALSE
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981 20 TRUE
982 19 FALSE
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984 20 FALSE
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987 16 FALSE
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989 19 TRUE
990 19 FALSE
991 17 FALSE
992 19 FALSE
993 23 FALSE
994 19 FALSE
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996 21 TRUE
997 21 FALSE
998 19 FALSE
999 19 FALSE
1000 23 TRUE

Dropping variables

  • If we want to drop a variable from a dataset, we simple add the “-”. For example, if we want to drop the ID variable:
my_data %>%
  select(- ID) %>%
  knitr::kable()
gender age smoker religion cesd1 cesd2 day1_score day2_score
female 20 FALSE Atheist 6 5 105.10 184.92
female 21 FALSE Christian 7 3 80.43 151.11
female 18 FALSE Buddhist 5 5 113.19 127.61
female 24 FALSE Atheist 5 6 55.96 148.99
male 18 FALSE Christian 5 7 52.98 80.09
female 20 FALSE Atheist 5 6 119.63 155.65
male 20 FALSE Buddhist 4 6 77.43 125.12
male 18 FALSE Muslim 4 5 175.27 135.58
male 22 TRUE Christian 5 3 165.36 103.80
male 22 FALSE Muslim 5 7 85.21 126.32
male 23 FALSE Atheist 4 6 118.40 152.81
male 21 FALSE Muslim 5 8 84.83 149.89
male 17 FALSE Atheist 6 10 148.70 111.90
female 23 FALSE Muslim 6 7 50.22 47.01
male 20 FALSE Atheist 4 8 110.39 171.54
male 17 FALSE Hindu 5 5 72.64 202.59
female 18 FALSE Hindu 6 4 146.05 84.83
male 20 FALSE Muslim 4 8 96.71 183.56
male 20 TRUE Buddhist 7 7 134.12 185.99
female 21 FALSE Atheist 4 6 117.68 125.94
male 21 FALSE Christian 4 7 143.04 150.58
female 22 FALSE Atheist 4 3 68.37 114.17
male 21 FALSE Buddhist 5 6 111.24 88.52
male 23 FALSE Atheist 4 4 126.99 125.69
male 19 FALSE Christian 3 6 123.28 118.91
female 20 TRUE Christian 6 7 54.57 205.55
male 23 FALSE Atheist 4 7 137.96 93.15
male 22 FALSE Atheist 3 2 107.26 61.93
female 18 FALSE Atheist 7 7 83.80 124.48
female 18 FALSE Atheist 6 3 157.70 128.63
male 22 FALSE Christian 5 4 52.16 63.97
female 20 FALSE Muslim 5 2 77.16 72.29
male 19 FALSE Muslim 5 7 66.41 122.85
female 21 FALSE Christian 6 7 148.20 95.74
female 20 FALSE Atheist 6 2 168.21 143.18
male 23 FALSE Muslim 5 9 92.79 120.22
male 17 FALSE Atheist 3 6 135.11 157.39
female 17 FALSE Buddhist 5 4 72.55 115.91
male 20 TRUE Atheist 7 2 131.97 155.71
female 21 TRUE Atheist 6 6 171.40 178.08
male 21 FALSE Atheist 7 6 112.19 137.80
male 22 FALSE Atheist 5 5 128.24 124.88
male 20 TRUE Christian 2 7 210.06 170.14
male 21 FALSE Atheist 5 5 108.49 125.12
female 18 FALSE Atheist 4 6 116.25 126.45
male 18 TRUE Buddhist 6 4 95.41 129.15
female 18 FALSE Christian 4 3 110.12 163.86
female 16 FALSE Christian 5 10 88.88 133.18
male 21 FALSE Atheist 6 7 182.75 138.37
female 19 FALSE Atheist 6 7 129.44 124.44
female 21 FALSE Christian 4 4 92.07 60.44
female 22 FALSE Atheist 5 5 36.87 69.48
male 20 FALSE Buddhist 4 7 65.83 134.73
male 19 FALSE Atheist 3 6 69.39 164.99
female 23 FALSE Hindu 6 6 117.74 135.53
male 21 TRUE Muslim 6 7 149.16 215.97
male 19 FALSE Atheist 4 7 40.03 118.72
male 20 FALSE Buddhist 6 6 157.67 118.94
female 19 FALSE Christian 6 6 95.95 129.58
female 17 FALSE Buddhist 6 -2 73.23 145.52
female 22 FALSE Muslim 6 9 93.15 83.01
female 23 FALSE Christian 4 9 86.91 136.37
female 20 FALSE Muslim 5 5 97.31 144.91
male 20 FALSE Christian 5 8 122.93 124.70
female 18 FALSE Atheist 5 4 84.27 144.18
female 20 FALSE Atheist 4 1 45.41 104.95
female 19 FALSE Christian 5 7 92.79 149.08
female 17 TRUE Atheist 4 7 130.40 173.32
male 22 FALSE Buddhist 4 7 80.46 100.83
male 19 FALSE Christian 5 8 90.44 80.95
male 20 FALSE Atheist 4 8 160.32 109.53
male 20 FALSE Atheist 5 5 72.31 163.28
female 22 FALSE Christian 7 8 138.70 147.81
male 21 FALSE Hindu 3 4 135.84 127.21
male 23 FALSE Hindu 4 4 102.17 165.57
male 17 FALSE Hindu 6 9 69.95 121.83
female 21 FALSE Atheist 6 7 96.88 112.82
male 19 TRUE Christian 5 3 126.38 153.36
female 20 FALSE Christian 5 5 73.01 87.35
female 18 FALSE Atheist 3 3 73.51 107.51
male 20 TRUE Atheist 5 5 71.51 172.36
male 21 FALSE Christian 6 6 73.67 131.39
male 22 FALSE Buddhist 6 9 126.15 126.60
female 19 TRUE Atheist 4 4 110.30 151.84
female 22 FALSE Christian 6 7 117.73 125.80
male 20 FALSE Atheist 5 7 99.76 63.64
male 20 TRUE Muslim 5 8 100.96 136.56
male 19 FALSE Christian 4 8 134.90 88.68
male 22 FALSE Buddhist 6 4 87.93 124.11
female 20 FALSE Christian 6 3 107.79 104.98
female 22 FALSE Christian 5 7 123.16 126.82
male 21 FALSE Atheist 6 4 117.33 130.21
female 22 FALSE Muslim 5 8 145.38 104.74
female 17 FALSE Buddhist 6 3 107.31 175.47
male 22 FALSE Atheist 5 6 135.89 148.06
male 18 FALSE Atheist 7 5 107.08 145.94
male 17 FALSE Atheist 5 6 120.62 82.49
male 20 FALSE Atheist 4 8 141.73 134.26
male 19 FALSE Atheist 3 7 111.47 96.94
male 17 FALSE Muslim 5 7 85.22 106.98
female 22 TRUE Muslim 4 4 130.90 161.05
male 23 FALSE Atheist 4 8 132.35 72.30
female 17 FALSE Christian 5 5 66.40 76.85
male 20 FALSE Christian 6 11 62.44 110.69
female 19 FALSE Buddhist 4 5 153.16 112.83
female 21 FALSE Christian 4 8 75.24 140.41
female 18 FALSE Muslim 6 5 92.17 64.63
female 23 TRUE Atheist 6 6 144.60 142.29
female 19 FALSE Atheist 3 8 74.28 132.15
female 17 FALSE Atheist 4 6 117.18 101.05
male 17 FALSE Hindu 6 4 105.91 90.62
male 21 FALSE Hindu 7 6 108.65 135.86
female 21 FALSE Muslim 4 6 103.72 90.08
male 18 FALSE Muslim 4 2 89.70 159.58
male 20 FALSE Christian 4 8 111.57 110.48
female 21 FALSE Atheist 5 8 135.93 136.44
male 22 FALSE Christian 5 7 61.62 117.63
male 22 FALSE Christian 5 7 98.03 151.95
male 22 FALSE Atheist 5 4 124.72 143.40
male 19 TRUE Atheist 4 7 137.33 140.88
female 20 FALSE Buddhist 5 4 81.16 139.67
male 22 FALSE Atheist 5 4 120.38 100.67
female 17 FALSE Christian 4 6 153.00 105.73
male 23 FALSE Christian 4 7 135.39 126.46
female 20 FALSE Hindu 5 7 106.24 145.93
female 20 FALSE Christian 5 6 99.23 148.96
male 20 FALSE Atheist 4 5 161.32 92.01
male 20 FALSE Muslim 5 3 57.59 116.10
female 21 FALSE Muslim 3 7 96.10 162.80
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male 18 FALSE Atheist 4 8 98.88 171.52
female 16 FALSE Atheist 5 7 103.60 158.44
female 19 FALSE Christian 4 4 124.61 64.58
female 21 FALSE Atheist 7 2 144.08 102.98
male 20 FALSE Christian 5 8 80.00 163.00
male 17 FALSE Atheist 5 6 63.97 147.77
female 20 FALSE Buddhist 5 8 131.43 112.35
female 19 FALSE Christian 5 9 52.13 103.94
female 24 TRUE Hindu 6 7 152.32 163.54
male 22 FALSE Christian 6 7 100.83 132.21
male 19 FALSE Muslim 6 6 135.22 98.82
male 17 FALSE Christian 6 6 197.25 129.55
male 18 FALSE Atheist 6 3 102.98 102.27
female 17 FALSE Muslim 5 6 87.45 128.03
female 19 FALSE Christian 4 7 59.39 119.91
male 20 FALSE Atheist 4 5 155.29 124.32
female 19 FALSE Atheist 6 6 93.44 123.72
male 21 FALSE Christian 5 9 61.30 150.67
female 17 FALSE Atheist 5 4 95.58 116.05
male 18 FALSE Hindu 5 5 160.12 127.61
female 18 TRUE Atheist 5 5 138.15 189.49
male 20 FALSE Atheist 5 8 97.58 78.09
female 18 TRUE Muslim 4 6 164.08 183.73
male 22 TRUE Muslim 6 10 214.55 158.60
male 23 TRUE Atheist 4 12 144.83 161.65
male 21 FALSE Atheist 6 1 79.54 134.84
male 21 FALSE Atheist 4 4 94.86 86.31
male 25 FALSE Christian 4 7 54.67 120.05
female 21 FALSE Atheist 5 4 101.61 137.69
female 19 FALSE Muslim 4 8 121.33 115.74
female 19 FALSE Atheist 5 6 70.11 110.60
female 23 FALSE Atheist 6 3 88.41 106.25
female 22 FALSE Christian 4 9 99.20 112.86
female 20 TRUE Atheist 6 8 122.92 200.39
male 24 FALSE Buddhist 5 6 85.84 144.50
female 22 FALSE Christian 6 5 97.43 106.72
female 17 FALSE Buddhist 6 5 118.06 143.44
male 19 FALSE Buddhist 5 3 144.09 149.31
female 22 FALSE Atheist 6 9 144.82 102.97
male 15 FALSE Christian 3 7 84.15 109.09
female 23 TRUE Muslim 6 7 142.33 146.67
female 19 FALSE Atheist 4 7 90.41 71.03
female 19 FALSE Muslim 4 8 118.35 98.80
male 20 FALSE Atheist 5 6 137.41 93.83
male 18 FALSE Muslim 6 6 137.91 154.93
female 17 FALSE Buddhist 5 7 95.04 169.12
male 21 FALSE Atheist 5 8 92.64 128.40
male 23 TRUE Muslim 8 7 161.16 196.81
male 20 FALSE Buddhist 5 10 143.58 135.19
female 21 FALSE Christian 6 5 83.85 109.79
female 21 FALSE Buddhist 5 8 109.89 115.68
male 20 FALSE Atheist 4 4 167.96 68.44
female 20 FALSE Atheist 4 11 118.30 133.13
male 23 FALSE Hindu 5 7 108.92 165.78
female 19 TRUE Hindu 7 6 132.13 161.02
male 19 FALSE Atheist 6 8 101.18 121.29
male 22 FALSE Atheist 2 7 62.72 137.16
male 22 FALSE Muslim 5 5 82.94 160.02
male 22 FALSE Atheist 5 5 127.86 173.70
female 19 FALSE Muslim 3 4 79.07 74.04
male 20 FALSE Christian 5 4 65.43 107.88
male 22 FALSE Atheist 5 5 127.17 117.59
male 23 FALSE Christian 4 4 84.50 114.83
female 21 FALSE Muslim 5 4 101.05 62.79
male 20 FALSE Christian 5 7 87.07 120.67
male 21 FALSE Muslim 4 4 99.36 111.26
female 24 FALSE Christian 7 6 59.65 133.33
male 19 FALSE Christian 6 10 73.60 101.63
male 20 FALSE Christian 5 5 115.60 56.97
female 19 FALSE Christian 5 4 86.47 135.80
male 22 TRUE Christian 4 6 133.23 165.78
male 21 FALSE Atheist 7 7 49.53 91.92
female 19 FALSE Buddhist 6 6 113.09 113.26
female 21 FALSE Muslim 5 4 73.06 83.98
female 18 FALSE Muslim 5 7 112.75 179.57
female 19 FALSE Atheist 5 8 36.43 115.40
male 21 FALSE Atheist 5 6 78.08 134.72
female 21 FALSE Christian 3 7 80.43 135.03
female 18 TRUE Christian 4 9 144.92 223.52
female 24 FALSE Atheist 5 6 125.94 132.68
female 16 FALSE Atheist 4 4 98.64 129.60
female 21 FALSE Atheist 3 4 97.92 105.31
male 19 FALSE Muslim 4 6 123.88 143.84
female 18 FALSE Muslim 5 7 97.47 110.03
male 19 FALSE Atheist 3 6 95.00 164.39
female 23 FALSE Atheist 4 4 113.39 95.40
female 19 TRUE Buddhist 5 7 120.25 180.38
female 20 FALSE Christian 1 6 51.98 140.30
male 22 FALSE Christian 4 7 110.24 101.53
male 20 FALSE Christian 6 6 91.66 103.69
female 22 FALSE Atheist 4 11 135.51 78.35
male 20 FALSE Christian 6 7 61.20 91.26
female 19 FALSE Christian 6 12 105.66 119.75
female 18 FALSE Christian 3 7 113.20 88.45
male 21 FALSE Atheist 5 9 79.42 95.03
female 20 FALSE Atheist 5 6 140.21 85.76
female 27 FALSE Christian 5 4 102.08 155.09
female 22 FALSE Atheist 4 5 95.13 155.56
male 20 FALSE Christian 4 6 83.23 84.83
male 19 FALSE Atheist 4 6 102.72 150.24
male 19 FALSE Muslim 6 4 94.58 146.27
male 19 FALSE Atheist 5 4 131.68 149.36
male 19 FALSE Buddhist 4 6 85.11 140.35
female 22 FALSE Atheist 5 5 117.23 90.94
male 20 TRUE Atheist 5 10 141.15 199.63
female 18 FALSE Hindu 6 6 103.91 128.92
male 17 FALSE Atheist 6 7 120.46 123.67
male 21 FALSE Hindu 3 8 100.94 110.17
male 18 TRUE Atheist 3 7 134.59 152.62
male 19 FALSE Muslim 6 8 116.41 119.15
female 22 FALSE Atheist 7 9 172.41 121.96
female 21 TRUE Hindu 6 6 145.89 162.00
female 18 FALSE Atheist 5 8 72.39 114.81
male 19 FALSE Atheist 5 6 89.96 137.05
female 21 TRUE Christian 5 5 115.62 199.62
male 21 FALSE Christian 5 6 90.46 123.97
female 20 FALSE Atheist 5 5 79.13 83.69
female 18 FALSE Muslim 5 5 122.27 84.32
female 18 FALSE Atheist 5 6 150.05 114.70
male 18 TRUE Atheist 5 7 68.92 224.40
female 20 TRUE Christian 4 3 201.10 146.26
female 21 TRUE Christian 5 7 122.05 210.09
male 19 FALSE Muslim 4 9 84.71 121.25
female 18 FALSE Christian 8 1 55.96 94.96
male 18 TRUE Christian 4 3 107.69 224.05
female 21 FALSE Christian 4 6 90.68 63.53
male 24 FALSE Atheist 4 9 83.36 93.99
female 20 FALSE Christian 6 5 155.02 85.84
male 21 FALSE Atheist 5 6 121.61 129.62
male 24 FALSE Atheist 4 6 90.22 186.56
female 18 FALSE Christian 5 5 85.60 86.81
male 20 FALSE Muslim 4 6 40.85 105.63
female 20 FALSE Atheist 3 5 96.32 97.40
female 19 FALSE Christian 7 8 140.84 157.94
male 18 TRUE Atheist 6 6 133.86 173.82
female 21 FALSE Christian 5 3 89.67 95.43
male 21 FALSE Christian 6 7 156.82 154.41
female 18 FALSE Buddhist 6 4 92.74 135.83
female 17 FALSE Atheist 5 5 121.00 100.73
male 19 FALSE Atheist 5 4 141.35 132.29
female 20 FALSE Atheist 5 11 156.38 94.87
female 20 FALSE Christian 4 5 97.96 95.97
female 21 FALSE Buddhist 6 8 112.80 144.42
female 20 FALSE Atheist 4 6 103.33 129.43
male 22 FALSE Muslim 5 7 135.92 116.66
female 22 FALSE Atheist 6 3 107.23 136.77
male 24 FALSE Christian 5 6 65.85 152.01
female 19 FALSE Atheist 5 6 86.96 124.50
male 21 TRUE Christian 5 7 107.63 122.78
female 21 FALSE Atheist 5 7 106.32 65.68
female 17 FALSE Atheist 6 5 50.89 124.69
male 21 FALSE Christian 5 7 87.41 123.13
male 19 FALSE Christian 4 6 95.32 165.23
female 19 FALSE Atheist 6 5 82.61 142.71
female 19 TRUE Atheist 7 5 77.97 139.16
male 20 FALSE Buddhist 6 7 77.05 86.53
female 19 FALSE Christian 5 6 117.23 63.28
female 18 FALSE Christian 4 3 111.44 117.28
female 19 FALSE Christian 3 4 100.28 103.78
female 22 FALSE Atheist 6 7 95.73 133.74
female 19 FALSE Atheist 5 9 32.07 64.16
male 20 TRUE Atheist 1 7 153.65 185.08
male 19 FALSE Christian 4 7 151.35 116.69
male 17 FALSE Muslim 5 5 134.10 125.45
male 21 FALSE Christian 5 8 79.79 172.68
male 21 FALSE Atheist 6 7 114.50 146.43
male 19 FALSE Atheist 5 5 150.83 147.78
male 21 FALSE Hindu 6 7 106.54 59.22
female 23 TRUE Buddhist 5 7 108.28 218.72
female 23 FALSE Christian 4 8 78.67 120.68
female 20 FALSE Atheist 4 1 138.80 88.37
male 20 FALSE Christian 4 8 104.65 124.98
male 20 FALSE Atheist 5 7 132.23 111.40
female 21 TRUE Christian 6 5 137.67 200.59
female 22 FALSE Atheist 4 8 106.76 116.57
male 18 FALSE Christian 4 4 57.20 128.54
male 16 FALSE Christian 6 3 93.04 133.63
male 21 FALSE Atheist 3 6 107.75 109.22
male 21 FALSE Buddhist 4 7 53.26 172.61
male 22 FALSE Christian 5 7 34.81 78.17
female 21 FALSE Christian 5 9 131.09 69.04
female 21 FALSE Muslim 4 6 119.46 119.64
female 20 FALSE Christian 5 9 32.37 101.42
male 20 FALSE Christian 4 5 104.53 99.57
male 21 FALSE Muslim 5 4 80.98 107.14
female 21 FALSE Christian 6 4 127.32 148.52
female 22 FALSE Hindu 3 5 81.74 87.98
male 16 TRUE Atheist 5 7 162.14 159.99
female 20 FALSE Christian 7 5 94.35 119.48
male 22 FALSE Buddhist 6 9 93.27 157.88
male 15 FALSE Atheist 4 8 93.18 167.13
female 19 FALSE Muslim 4 7 61.09 90.38
female 17 FALSE Christian 6 6 131.72 120.68
female 16 FALSE Christian 5 8 110.38 97.85
female 21 FALSE Buddhist 5 4 147.17 112.07
female 20 FALSE Atheist 5 10 106.34 99.52
female 18 FALSE Muslim 6 7 85.10 105.04
female 19 TRUE Christian 5 4 156.05 159.73
male 19 TRUE Muslim 6 6 88.27 206.51
male 22 FALSE Christian 5 7 103.99 179.40
female 20 FALSE Christian 6 1 105.11 153.17
male 25 FALSE Christian 5 6 94.58 78.50
male 20 FALSE Atheist 4 6 78.24 118.54
male 23 FALSE Muslim 6 8 148.21 109.75
female 21 TRUE Christian 4 10 112.56 162.05
male 20 FALSE Christian 4 4 73.92 66.43
female 22 FALSE Christian 5 2 146.99 139.73
female 22 FALSE Christian 4 7 96.38 85.89
female 20 FALSE Atheist 5 6 89.36 129.86
female 19 FALSE Muslim 6 5 92.33 130.20
female 19 FALSE Buddhist 4 6 89.50 61.91
female 19 FALSE Christian 4 5 77.16 151.04
male 21 FALSE Atheist 5 7 69.11 99.84
male 21 FALSE Christian 5 8 74.01 109.25
male 21 FALSE Atheist 6 5 78.58 114.76
female 20 FALSE Christian 6 6 111.16 116.19
female 22 FALSE Christian 5 1 88.95 135.38
male 20 TRUE Christian 6 7 122.12 185.34
male 18 TRUE Atheist 5 5 136.27 158.33
male 20 FALSE Buddhist 6 5 109.68 112.84
male 19 FALSE Christian 6 6 118.23 143.29
female 21 FALSE Hindu 6 2 75.20 143.44
female 22 FALSE Christian 5 5 64.29 99.58
male 22 FALSE Christian 5 4 111.78 98.72
male 21 TRUE Christian 7 9 147.85 124.14
female 20 FALSE Buddhist 4 6 118.95 164.02
male 20 FALSE Atheist 6 7 66.34 152.26
male 20 FALSE Muslim 3 6 94.47 122.00
male 18 TRUE Atheist 5 7 100.73 148.66
male 20 FALSE Atheist 5 4 93.76 121.19
female 19 FALSE Christian 5 7 165.23 136.64
female 22 FALSE Muslim 3 5 71.22 70.53
female 21 FALSE Muslim 6 7 95.63 139.54
female 16 FALSE Christian 5 7 81.98 77.85
male 20 FALSE Hindu 5 8 139.31 99.04
male 19 FALSE Christian 4 5 113.23 164.23
female 19 FALSE Atheist 6 5 92.63 79.85
female 23 FALSE Muslim 6 8 120.46 129.96
male 20 FALSE Muslim 4 4 153.60 148.58
male 23 FALSE Christian 5 10 85.95 77.74
female 21 FALSE Atheist 6 8 50.88 151.77
female 21 FALSE Hindu 6 6 98.13 133.93
male 18 FALSE Atheist 6 5 109.69 82.75
male 22 FALSE Buddhist 5 4 118.19 108.26
male 17 FALSE Buddhist 3 4 51.04 158.83
female 20 FALSE Atheist 6 6 101.21 113.68
male 20 FALSE Atheist 3 1 117.61 135.23
female 20 FALSE Atheist 5 10 52.22 112.40
female 21 FALSE Christian 4 6 93.76 98.26
male 22 FALSE Hindu 6 7 153.56 116.40
male 20 TRUE Atheist 5 7 150.39 184.89
female 17 FALSE Atheist 4 8 121.22 120.97
male 21 FALSE Muslim 5 5 117.95 144.23
female 17 FALSE Buddhist 3 6 95.02 157.01
female 22 FALSE Muslim 6 4 84.01 88.09
male 23 FALSE Atheist 5 8 83.83 165.33
male 21 FALSE Atheist 6 8 113.62 208.14
female 16 FALSE Atheist 5 1 71.70 118.75
male 18 FALSE Muslim 7 4 125.05 133.33
male 16 FALSE Muslim 5 7 85.64 104.73
male 20 FALSE Christian 4 4 135.03 152.31
female 17 FALSE Christian 5 8 135.63 119.38
male 20 FALSE Atheist 5 9 70.25 168.27
female 20 FALSE Christian 5 8 127.89 111.90
male 21 FALSE Muslim 5 2 130.69 133.53
male 17 FALSE Atheist 5 7 105.18 85.31
female 20 FALSE Buddhist 4 6 69.25 131.49
female 19 FALSE Atheist 4 8 70.47 78.30
female 20 FALSE Atheist 7 3 109.41 112.98
female 22 FALSE Atheist 6 11 105.23 134.78
male 19 TRUE Atheist 6 5 144.74 208.47
female 20 FALSE Atheist 5 5 106.74 115.91
male 23 FALSE Atheist 5 3 106.14 91.60
female 23 FALSE Christian 4 7 133.57 119.65
female 17 FALSE Atheist 6 6 77.91 83.18
male 19 FALSE Muslim 5 6 47.42 106.52
female 23 TRUE Christian 2 9 115.81 204.02
female 21 FALSE Hindu 6 11 92.01 157.38
male 24 FALSE Atheist 4 6 111.46 117.53
female 20 FALSE Buddhist 6 11 112.20 104.01
female 22 FALSE Atheist 5 7 54.49 48.28
female 20 FALSE Atheist 6 4 76.43 79.31
male 17 FALSE Atheist 4 9 165.12 153.34
female 24 FALSE Christian 6 7 85.27 107.32
male 19 FALSE Atheist 5 3 139.83 139.63
male 25 FALSE Atheist 7 4 50.38 93.11
female 16 FALSE Atheist 5 7 78.92 111.33
female 20 TRUE Christian 6 7 93.32 163.61
male 19 FALSE Buddhist 5 7 114.12 156.11
female 23 FALSE Christian 6 9 38.54 89.84
male 20 FALSE Atheist 5 5 91.35 169.58
male 22 FALSE Christian 5 7 105.73 82.18
male 17 FALSE Atheist 5 9 99.73 162.39
male 16 FALSE Atheist 3 5 112.73 131.85
male 19 FALSE Atheist 8 9 40.72 151.44
female 19 TRUE Buddhist 5 4 92.95 138.36
male 19 FALSE Christian 4 6 84.25 130.13
male 17 FALSE Atheist 5 4 70.64 113.32
male 19 FALSE Muslim 7 5 115.89 169.65
male 23 FALSE Atheist 3 5 106.19 125.65
female 19 FALSE Muslim 5 5 81.44 148.80
male 21 FALSE Atheist 4 9 104.74 144.54
female 21 TRUE Atheist 3 3 98.45 194.72
male 21 FALSE Christian 5 6 134.20 118.89
male 19 FALSE Muslim 5 6 66.25 95.63
female 19 FALSE Christian 6 8 43.82 69.92
male 23 TRUE Christian 6 6 126.90 159.61

Selecting or dropping multiple adjacent variables

  • If we want to select or drop variables X, Y, and all variables between them, we can use the “:
my_data %>%
  select(age:cesd1) %>%
  knitr::kable()
age smoker religion cesd1
20 FALSE Atheist 6
21 FALSE Christian 7
18 FALSE Buddhist 5
24 FALSE Atheist 5
18 FALSE Christian 5
20 FALSE Atheist 5
20 FALSE Buddhist 4
18 FALSE Muslim 4
22 TRUE Christian 5
22 FALSE Muslim 5
23 FALSE Atheist 4
21 FALSE Muslim 5
17 FALSE Atheist 6
23 FALSE Muslim 6
20 FALSE Atheist 4
17 FALSE Hindu 5
18 FALSE Hindu 6
20 FALSE Muslim 4
20 TRUE Buddhist 7
21 FALSE Atheist 4
21 FALSE Christian 4
22 FALSE Atheist 4
21 FALSE Buddhist 5
23 FALSE Atheist 4
19 FALSE Christian 3
20 TRUE Christian 6
23 FALSE Atheist 4
22 FALSE Atheist 3
18 FALSE Atheist 7
18 FALSE Atheist 6
22 FALSE Christian 5
20 FALSE Muslim 5
19 FALSE Muslim 5
21 FALSE Christian 6
20 FALSE Atheist 6
23 FALSE Muslim 5
17 FALSE Atheist 3
17 FALSE Buddhist 5
20 TRUE Atheist 7
21 TRUE Atheist 6
21 FALSE Atheist 7
22 FALSE Atheist 5
20 TRUE Christian 2
21 FALSE Atheist 5
18 FALSE Atheist 4
18 TRUE Buddhist 6
18 FALSE Christian 4
16 FALSE Christian 5
21 FALSE Atheist 6
19 FALSE Atheist 6
21 FALSE Christian 4
22 FALSE Atheist 5
20 FALSE Buddhist 4
19 FALSE Atheist 3
23 FALSE Hindu 6
21 TRUE Muslim 6
19 FALSE Atheist 4
20 FALSE Buddhist 6
19 FALSE Christian 6
17 FALSE Buddhist 6
22 FALSE Muslim 6
23 FALSE Christian 4
20 FALSE Muslim 5
20 FALSE Christian 5
18 FALSE Atheist 5
20 FALSE Atheist 4
19 FALSE Christian 5
17 TRUE Atheist 4
22 FALSE Buddhist 4
19 FALSE Christian 5
20 FALSE Atheist 4
20 FALSE Atheist 5
22 FALSE Christian 7
21 FALSE Hindu 3
23 FALSE Hindu 4
17 FALSE Hindu 6
21 FALSE Atheist 6
19 TRUE Christian 5
20 FALSE Christian 5
18 FALSE Atheist 3
20 TRUE Atheist 5
21 FALSE Christian 6
22 FALSE Buddhist 6
19 TRUE Atheist 4
22 FALSE Christian 6
20 FALSE Atheist 5
20 TRUE Muslim 5
19 FALSE Christian 4
22 FALSE Buddhist 6
20 FALSE Christian 6
22 FALSE Christian 5
21 FALSE Atheist 6
22 FALSE Muslim 5
17 FALSE Buddhist 6
22 FALSE Atheist 5
18 FALSE Atheist 7
17 FALSE Atheist 5
20 FALSE Atheist 4
19 FALSE Atheist 3
17 FALSE Muslim 5
22 TRUE Muslim 4
23 FALSE Atheist 4
17 FALSE Christian 5
20 FALSE Christian 6
19 FALSE Buddhist 4
21 FALSE Christian 4
18 FALSE Muslim 6
23 TRUE Atheist 6
19 FALSE Atheist 3
17 FALSE Atheist 4
17 FALSE Hindu 6
21 FALSE Hindu 7
21 FALSE Muslim 4
18 FALSE Muslim 4
20 FALSE Christian 4
21 FALSE Atheist 5
22 FALSE Christian 5
22 FALSE Christian 5
22 FALSE Atheist 5
19 TRUE Atheist 4
20 FALSE Buddhist 5
22 FALSE Atheist 5
17 FALSE Christian 4
23 FALSE Christian 4
20 FALSE Hindu 5
20 FALSE Christian 5
20 FALSE Atheist 4
20 FALSE Muslim 5
21 FALSE Muslim 3
18 FALSE Muslim 6
19 FALSE Atheist 3
21 FALSE Christian 4
22 TRUE Buddhist 6
22 FALSE Atheist 6
26 FALSE Atheist 5
17 FALSE Atheist 4
21 FALSE Atheist 5
22 FALSE Buddhist 7
17 FALSE Muslim 4
19 FALSE Atheist 6
18 FALSE Christian 6
20 FALSE Hindu 5
20 FALSE Christian 6
17 FALSE Christian 5
22 FALSE Atheist 6
20 FALSE Atheist 5
23 FALSE Muslim 6
19 FALSE Atheist 5
19 FALSE Muslim 6
19 FALSE Muslim 4
17 FALSE Atheist 4
22 FALSE Muslim 6
19 FALSE Christian 6
17 FALSE Atheist 5
18 FALSE Buddhist 6
20 FALSE Atheist 5
21 FALSE Buddhist 5
18 FALSE Christian 5
24 FALSE Atheist 6
18 FALSE Christian 5
19 TRUE Christian 7
17 FALSE Atheist 5
20 FALSE Atheist 6
18 FALSE Atheist 5
20 FALSE Atheist 6
20 FALSE Atheist 6
18 FALSE Christian 5
20 TRUE Atheist 5
21 FALSE Atheist 4
20 FALSE Atheist 4
22 FALSE Hindu 5
23 FALSE Muslim 5
22 TRUE Christian 5
20 FALSE Christian 5
20 FALSE Atheist 6
21 FALSE Muslim 5
21 FALSE Atheist 6
20 FALSE Atheist 5
18 FALSE Muslim 4
20 FALSE Buddhist 7
22 FALSE Atheist 5
20 TRUE Muslim 6
18 FALSE Christian 5
20 FALSE Christian 5
17 FALSE Christian 6
21 FALSE Atheist 6
19 FALSE Hindu 6
19 FALSE Christian 4
19 FALSE Hindu 7
18 FALSE Muslim 4
17 FALSE Atheist 4
18 FALSE Atheist 4
23 FALSE Atheist 5
19 FALSE Christian 6
19 FALSE Buddhist 5
18 FALSE Atheist 5
21 TRUE Hindu 3
22 FALSE Christian 7
22 FALSE Atheist 7
20 TRUE Christian 7
22 FALSE Christian 5
18 FALSE Muslim 4
21 FALSE Christian 5
22 FALSE Hindu 3
23 FALSE Christian 5
21 FALSE Muslim 3
19 FALSE Atheist 5
24 TRUE Hindu 5
23 FALSE Buddhist 5
20 FALSE Atheist 4
18 FALSE Atheist 6
16 FALSE Christian 6
21 FALSE Muslim 5
18 TRUE Muslim 6
22 TRUE Muslim 6
18 FALSE Christian 5
21 FALSE Christian 6
20 FALSE Muslim 5
23 TRUE Atheist 6
21 FALSE Muslim 6
20 FALSE Christian 5
21 FALSE Muslim 7
19 FALSE Atheist 4
18 FALSE Atheist 7
17 FALSE Atheist 6
18 FALSE Atheist 5
23 FALSE Buddhist 6
25 FALSE Atheist 4
21 FALSE Atheist 6
22 FALSE Atheist 6
21 FALSE Atheist 4
21 FALSE Atheist 4
19 FALSE Buddhist 5
24 FALSE Atheist 6
25 FALSE Hindu 4
16 FALSE Buddhist 4
22 TRUE Christian 5
20 FALSE Christian 5
21 FALSE Christian 7
22 FALSE Muslim 5
20 FALSE Christian 4
21 FALSE Atheist 4
19 FALSE Christian 5
22 FALSE Buddhist 6
21 TRUE Atheist 5
20 FALSE Atheist 4
22 FALSE Atheist 5
20 TRUE Atheist 5
21 FALSE Christian 6
19 FALSE Atheist 2
22 FALSE Atheist 6
22 FALSE Christian 6
23 FALSE Atheist 6
21 FALSE Atheist 4
21 TRUE Atheist 6
19 FALSE Hindu 5
19 TRUE Christian 6
21 FALSE Muslim 4
19 FALSE Christian 6
20 FALSE Hindu 6
22 FALSE Christian 5
21 FALSE Atheist 6
25 TRUE Muslim 5
20 FALSE Christian 4
18 TRUE Atheist 6
19 FALSE Muslim 4
23 FALSE Buddhist 7
19 FALSE Hindu 5
20 FALSE Atheist 5
19 FALSE Muslim 4
21 FALSE Hindu 5
24 FALSE Christian 2
23 FALSE Muslim 5
18 FALSE Christian 4
23 FALSE Buddhist 5
22 FALSE Atheist 6
19 TRUE Atheist 5
18 FALSE Hindu 5
17 FALSE Muslim 4
20 FALSE Atheist 6
18 FALSE Atheist 7
22 FALSE Atheist 4
19 FALSE Christian 4
18 FALSE Muslim 5
19 FALSE Atheist 5
20 FALSE Atheist 5
18 FALSE Atheist 5
18 FALSE Christian 5
22 FALSE Christian 7
18 FALSE Christian 4
22 FALSE Atheist 4
23 FALSE Muslim 6
22 FALSE Atheist 6
20 FALSE Christian 4
17 TRUE Christian 5
19 FALSE Atheist 5
17 TRUE Christian 4
20 FALSE Christian 5
20 FALSE Muslim 6
19 FALSE Atheist 5
18 FALSE Buddhist 6
21 FALSE Christian 4
20 FALSE Christian 4
18 FALSE Christian 4
21 FALSE Muslim 5
19 TRUE Buddhist 5
23 FALSE Buddhist 3
18 TRUE Christian 5
18 FALSE Christian 5
22 FALSE Christian 6
17 FALSE Christian 4
18 FALSE Atheist 5
21 FALSE Muslim 6
20 FALSE Muslim 4
21 FALSE Christian 6
17 FALSE Buddhist 4
21 FALSE Christian 4
14 FALSE Atheist 4
22 FALSE Buddhist 5
19 FALSE Christian 5
19 TRUE Atheist 4
20 FALSE Christian 5
21 FALSE Atheist 4
20 FALSE Christian 5
22 FALSE Atheist 6
21 FALSE Christian 6
17 FALSE Atheist 4
21 FALSE Atheist 5
21 FALSE Christian 5
18 FALSE Christian 7
22 FALSE Atheist 7
22 FALSE Buddhist 6
22 TRUE Christian 4
19 FALSE Atheist 4
14 FALSE Christian 5
20 FALSE Christian 5
20 FALSE Atheist 5
19 FALSE Atheist 5
21 FALSE Atheist 5
17 FALSE Christian 3
20 FALSE Atheist 5
20 FALSE Atheist 4
20 FALSE Muslim 6
22 FALSE Atheist 5
19 FALSE Muslim 4
19 TRUE Christian 5
17 FALSE Atheist 5
16 FALSE Christian 6
21 FALSE Buddhist 6
19 FALSE Hindu 4
17 FALSE Atheist 5
21 TRUE Christian 5
21 FALSE Christian 4
17 TRUE Christian 4
22 FALSE Hindu 4
18 FALSE Buddhist 5
20 TRUE Buddhist 5
17 FALSE Atheist 4
19 FALSE Christian 6
19 FALSE Christian 4
19 FALSE Atheist 6
19 TRUE Buddhist 4
21 TRUE Atheist 6
18 FALSE Atheist 5
19 FALSE Atheist 4
19 FALSE Atheist 4
19 FALSE Atheist 5
22 FALSE Atheist 7
22 FALSE Christian 4
19 FALSE Muslim 6
16 FALSE Buddhist 4
22 FALSE Buddhist 5
21 FALSE Christian 6
17 FALSE Atheist 6
17 FALSE Christian 6
21 FALSE Atheist 5
16 FALSE Christian 3
23 TRUE Atheist 4
23 FALSE Atheist 4
17 TRUE Atheist 4
19 FALSE Christian 4
20 FALSE Muslim 6
20 TRUE Atheist 6
24 FALSE Christian 6
21 FALSE Muslim 6
19 FALSE Atheist 4
22 FALSE Christian 5
20 FALSE Atheist 4
21 FALSE Atheist 5
18 FALSE Atheist 4
19 FALSE Atheist 5
20 FALSE Buddhist 6
19 FALSE Christian 5
19 FALSE Christian 5
18 TRUE Atheist 4
20 FALSE Atheist 5
20 FALSE Christian 3
20 FALSE Hindu 5
19 FALSE Muslim 5
17 FALSE Christian 5
22 FALSE Christian 6
21 FALSE Atheist 5
23 FALSE Christian 6
19 TRUE Atheist 6
18 FALSE Buddhist 6
24 TRUE Atheist 5
22 FALSE Atheist 6
19 FALSE Atheist 5
20 FALSE Atheist 6
21 FALSE Atheist 5
21 FALSE Christian 5
17 FALSE Christian 6
19 FALSE Atheist 6
20 FALSE Muslim 7
18 TRUE Hindu 5
20 FALSE Buddhist 5
18 FALSE Atheist 4
22 TRUE Hindu 5
21 FALSE Christian 3
20 FALSE Atheist 4
20 FALSE Buddhist 6
21 FALSE Atheist 4
19 FALSE Atheist 5
25 FALSE Buddhist 6
20 FALSE Atheist 5
20 FALSE Christian 4
19 FALSE Atheist 6
18 FALSE Atheist 6
18 FALSE Hindu 6
21 FALSE Atheist 5
20 FALSE Atheist 4
17 FALSE Christian 5
23 FALSE Atheist 6
20 FALSE Atheist 4
19 FALSE Muslim 4
17 FALSE Christian 4
21 FALSE Christian 3
18 FALSE Hindu 5
21 FALSE Christian 6
21 FALSE Atheist 5
20 FALSE Christian 4
18 FALSE Christian 6
19 FALSE Christian 6
23 FALSE Buddhist 5
24 FALSE Atheist 5
22 FALSE Atheist 5
21 FALSE Atheist 5
23 FALSE Muslim 6
20 FALSE Atheist 5
22 FALSE Atheist 6
19 FALSE Muslim 4
17 FALSE Atheist 6
22 FALSE Atheist 4
22 FALSE Atheist 6
19 FALSE Christian 5
22 FALSE Muslim 6
16 FALSE Atheist 5
19 FALSE Buddhist 5
22 FALSE Buddhist 5
25 TRUE Atheist 4
17 FALSE Atheist 3
20 FALSE Buddhist 4
18 FALSE Atheist 6
20 FALSE Buddhist 6
21 FALSE Buddhist 3
20 FALSE Atheist 6
20 FALSE Muslim 5
19 FALSE Muslim 6
20 FALSE Christian 6
21 FALSE Atheist 5
23 FALSE Christian 5
22 FALSE Christian 6
16 FALSE Buddhist 4
20 FALSE Buddhist 5
22 FALSE Muslim 3
19 TRUE Atheist 7
22 FALSE Hindu 4
22 FALSE Atheist 5
23 FALSE Hindu 4
22 FALSE Christian 3
19 FALSE Atheist 3
21 FALSE Atheist 6
18 FALSE Muslim 4
17 TRUE Muslim 4
18 FALSE Christian 6
17 FALSE Atheist 5
17 FALSE Buddhist 5
22 FALSE Atheist 5
21 FALSE Atheist 5
22 TRUE Atheist 4
17 TRUE Atheist 3
20 FALSE Atheist 5
17 TRUE Muslim 6
22 FALSE Muslim 4
18 FALSE Hindu 5
22 FALSE Christian 5
19 FALSE Christian 6
20 FALSE Christian 5
18 FALSE Christian 5
20 FALSE Muslim 6
20 FALSE Atheist 4
20 TRUE Hindu 3
19 FALSE Atheist 6
20 FALSE Atheist 5
22 FALSE Atheist 6
17 FALSE Christian 4
18 FALSE Hindu 4
19 TRUE Atheist 5
21 FALSE Atheist 5
20 FALSE Christian 6
22 FALSE Muslim 5
21 TRUE Muslim 6
20 FALSE Christian 7
20 FALSE Muslim 5
22 FALSE Christian 5
21 FALSE Christian 5
17 FALSE Atheist 5
22 FALSE Buddhist 4
18 FALSE Muslim 4
18 FALSE Atheist 3
24 FALSE Christian 6
19 FALSE Atheist 6
19 FALSE Atheist 4
18 FALSE Muslim 6
20 FALSE Christian 4
20 FALSE Muslim 4
22 FALSE Christian 4
17 FALSE Christian 5
21 FALSE Atheist 4
18 FALSE Atheist 6
21 FALSE Atheist 6
22 FALSE Atheist 4
18 TRUE Muslim 6
18 FALSE Buddhist 6
21 FALSE Muslim 4
20 FALSE Atheist 4
18 FALSE Atheist 5
20 FALSE Christian 5
17 FALSE Muslim 5
15 FALSE Christian 5
18 FALSE Christian 5
17 FALSE Christian 4
14 FALSE Christian 5
18 FALSE Atheist 4
23 FALSE Christian 4
18 FALSE Buddhist 5
17 FALSE Christian 6
23 FALSE Muslim 5
18 FALSE Atheist 5
18 FALSE Atheist 3
22 FALSE Christian 6
22 FALSE Christian 5
20 FALSE Muslim 4
21 FALSE Atheist 4
22 FALSE Christian 4
19 FALSE Christian 6
19 FALSE Buddhist 4
20 FALSE Hindu 3
21 FALSE Atheist 4
22 FALSE Hindu 6
21 TRUE Christian 4
23 FALSE Muslim 5
18 FALSE Christian 7
22 FALSE Christian 6
21 TRUE Christian 6
21 FALSE Muslim 6
20 FALSE Muslim 4
21 FALSE Atheist 5
16 FALSE Atheist 6
21 FALSE Hindu 5
20 FALSE Atheist 4
19 FALSE Christian 5
19 FALSE Christian 4
18 FALSE Christian 4
21 FALSE Christian 6
23 FALSE Buddhist 5
19 FALSE Muslim 5
16 FALSE Atheist 5
20 FALSE Muslim 5
22 FALSE Christian 6
21 FALSE Atheist 5
17 FALSE Christian 7
18 FALSE Christian 7
17 FALSE Christian 6
18 FALSE Muslim 7
19 TRUE Muslim 4
19 FALSE Atheist 5
19 FALSE Hindu 4
19 TRUE Atheist 5
20 FALSE Hindu 6
18 FALSE Muslim 6
22 FALSE Christian 4
21 FALSE Christian 4
18 FALSE Buddhist 6
22 TRUE Muslim 6
21 FALSE Atheist 6
22 FALSE Muslim 5
22 FALSE Muslim 6
21 FALSE Atheist 4
20 FALSE Atheist 5
19 TRUE Atheist 6
23 FALSE Atheist 6
17 FALSE Atheist 6
16 FALSE Christian 4
20 FALSE Atheist 7
17 FALSE Atheist 5
18 FALSE Atheist 6
20 FALSE Atheist 6
18 FALSE Atheist 5
19 FALSE Atheist 5
18 FALSE Hindu 7
17 FALSE Buddhist 6
20 FALSE Buddhist 3
17 FALSE Christian 5
18 FALSE Christian 4
18 FALSE Christian 5
19 FALSE Atheist 5
18 FALSE Atheist 8
18 FALSE Hindu 5
22 FALSE Muslim 4
19 FALSE Atheist 7
24 FALSE Christian 4
16 FALSE Atheist 4
21 FALSE Atheist 5
22 FALSE Christian 5
20 FALSE Atheist 4
19 FALSE Atheist 5
20 FALSE Muslim 6
21 TRUE Hindu 5
21 FALSE Christian 5
19 FALSE Atheist 6
18 FALSE Atheist 5
18 FALSE Christian 4
20 FALSE Christian 4
23 FALSE Muslim 4
18 TRUE Atheist 6
19 FALSE Atheist 6
19 TRUE Muslim 6
23 FALSE Hindu 5
21 FALSE Christian 5
22 FALSE Atheist 5
20 TRUE Hindu 4
22 FALSE Atheist 4
18 FALSE Muslim 6
20 FALSE Christian 6
18 FALSE Atheist 4
19 FALSE Atheist 5
17 FALSE Muslim 4
19 FALSE Atheist 4
20 FALSE Atheist 4
20 FALSE Atheist 5
19 TRUE Atheist 6
18 FALSE Christian 6
17 FALSE Christian 6
19 FALSE Atheist 6
20 FALSE Atheist 4
20 FALSE Muslim 6
18 FALSE Atheist 3
18 FALSE Muslim 6
19 FALSE Atheist 6
22 FALSE Hindu 5
19 FALSE Atheist 5
22 FALSE Christian 7
19 FALSE Christian 4
21 FALSE Atheist 5
16 FALSE Muslim 3
18 TRUE Christian 5
19 FALSE Muslim 6
19 FALSE Muslim 7
22 FALSE Muslim 6
19 FALSE Atheist 5
18 FALSE Christian 6
22 FALSE Christian 6
21 FALSE Atheist 6
19 FALSE Atheist 5
19 FALSE Christian 5
21 FALSE Atheist 6
16 FALSE Christian 2
19 TRUE Christian 5
20 FALSE Atheist 4
21 FALSE Christian 4
18 FALSE Christian 5
18 FALSE Christian 5
24 TRUE Hindu 5
18 FALSE Atheist 6
21 FALSE Christian 5
20 FALSE Atheist 6
17 FALSE Christian 3
19 FALSE Atheist 5
23 FALSE Buddhist 5
17 FALSE Atheist 6
21 FALSE Atheist 4
20 FALSE Atheist 4
18 FALSE Atheist 4
16 FALSE Atheist 5
19 FALSE Christian 4
21 FALSE Atheist 7
20 FALSE Christian 5
17 FALSE Atheist 5
20 FALSE Buddhist 5
19 FALSE Christian 5
24 TRUE Hindu 6
22 FALSE Christian 6
19 FALSE Muslim 6
17 FALSE Christian 6
18 FALSE Atheist 6
17 FALSE Muslim 5
19 FALSE Christian 4
20 FALSE Atheist 4
19 FALSE Atheist 6
21 FALSE Christian 5
17 FALSE Atheist 5
18 FALSE Hindu 5
18 TRUE Atheist 5
20 FALSE Atheist 5
18 TRUE Muslim 4
22 TRUE Muslim 6
23 TRUE Atheist 4
21 FALSE Atheist 6
21 FALSE Atheist 4
25 FALSE Christian 4
21 FALSE Atheist 5
19 FALSE Muslim 4
19 FALSE Atheist 5
23 FALSE Atheist 6
22 FALSE Christian 4
20 TRUE Atheist 6
24 FALSE Buddhist 5
22 FALSE Christian 6
17 FALSE Buddhist 6
19 FALSE Buddhist 5
22 FALSE Atheist 6
15 FALSE Christian 3
23 TRUE Muslim 6
19 FALSE Atheist 4
19 FALSE Muslim 4
20 FALSE Atheist 5
18 FALSE Muslim 6
17 FALSE Buddhist 5
21 FALSE Atheist 5
23 TRUE Muslim 8
20 FALSE Buddhist 5
21 FALSE Christian 6
21 FALSE Buddhist 5
20 FALSE Atheist 4
20 FALSE Atheist 4
23 FALSE Hindu 5
19 TRUE Hindu 7
19 FALSE Atheist 6
22 FALSE Atheist 2
22 FALSE Muslim 5
22 FALSE Atheist 5
19 FALSE Muslim 3
20 FALSE Christian 5
22 FALSE Atheist 5
23 FALSE Christian 4
21 FALSE Muslim 5
20 FALSE Christian 5
21 FALSE Muslim 4
24 FALSE Christian 7
19 FALSE Christian 6
20 FALSE Christian 5
19 FALSE Christian 5
22 TRUE Christian 4
21 FALSE Atheist 7
19 FALSE Buddhist 6
21 FALSE Muslim 5
18 FALSE Muslim 5
19 FALSE Atheist 5
21 FALSE Atheist 5
21 FALSE Christian 3
18 TRUE Christian 4
24 FALSE Atheist 5
16 FALSE Atheist 4
21 FALSE Atheist 3
19 FALSE Muslim 4
18 FALSE Muslim 5
19 FALSE Atheist 3
23 FALSE Atheist 4
19 TRUE Buddhist 5
20 FALSE Christian 1
22 FALSE Christian 4
20 FALSE Christian 6
22 FALSE Atheist 4
20 FALSE Christian 6
19 FALSE Christian 6
18 FALSE Christian 3
21 FALSE Atheist 5
20 FALSE Atheist 5
27 FALSE Christian 5
22 FALSE Atheist 4
20 FALSE Christian 4
19 FALSE Atheist 4
19 FALSE Muslim 6
19 FALSE Atheist 5
19 FALSE Buddhist 4
22 FALSE Atheist 5
20 TRUE Atheist 5
18 FALSE Hindu 6
17 FALSE Atheist 6
21 FALSE Hindu 3
18 TRUE Atheist 3
19 FALSE Muslim 6
22 FALSE Atheist 7
21 TRUE Hindu 6
18 FALSE Atheist 5
19 FALSE Atheist 5
21 TRUE Christian 5
21 FALSE Christian 5
20 FALSE Atheist 5
18 FALSE Muslim 5
18 FALSE Atheist 5
18 TRUE Atheist 5
20 TRUE Christian 4
21 TRUE Christian 5
19 FALSE Muslim 4
18 FALSE Christian 8
18 TRUE Christian 4
21 FALSE Christian 4
24 FALSE Atheist 4
20 FALSE Christian 6
21 FALSE Atheist 5
24 FALSE Atheist 4
18 FALSE Christian 5
20 FALSE Muslim 4
20 FALSE Atheist 3
19 FALSE Christian 7
18 TRUE Atheist 6
21 FALSE Christian 5
21 FALSE Christian 6
18 FALSE Buddhist 6
17 FALSE Atheist 5
19 FALSE Atheist 5
20 FALSE Atheist 5
20 FALSE Christian 4
21 FALSE Buddhist 6
20 FALSE Atheist 4
22 FALSE Muslim 5
22 FALSE Atheist 6
24 FALSE Christian 5
19 FALSE Atheist 5
21 TRUE Christian 5
21 FALSE Atheist 5
17 FALSE Atheist 6
21 FALSE Christian 5
19 FALSE Christian 4
19 FALSE Atheist 6
19 TRUE Atheist 7
20 FALSE Buddhist 6
19 FALSE Christian 5
18 FALSE Christian 4
19 FALSE Christian 3
22 FALSE Atheist 6
19 FALSE Atheist 5
20 TRUE Atheist 1
19 FALSE Christian 4
17 FALSE Muslim 5
21 FALSE Christian 5
21 FALSE Atheist 6
19 FALSE Atheist 5
21 FALSE Hindu 6
23 TRUE Buddhist 5
23 FALSE Christian 4
20 FALSE Atheist 4
20 FALSE Christian 4
20 FALSE Atheist 5
21 TRUE Christian 6
22 FALSE Atheist 4
18 FALSE Christian 4
16 FALSE Christian 6
21 FALSE Atheist 3
21 FALSE Buddhist 4
22 FALSE Christian 5
21 FALSE Christian 5
21 FALSE Muslim 4
20 FALSE Christian 5
20 FALSE Christian 4
21 FALSE Muslim 5
21 FALSE Christian 6
22 FALSE Hindu 3
16 TRUE Atheist 5
20 FALSE Christian 7
22 FALSE Buddhist 6
15 FALSE Atheist 4
19 FALSE Muslim 4
17 FALSE Christian 6
16 FALSE Christian 5
21 FALSE Buddhist 5
20 FALSE Atheist 5
18 FALSE Muslim 6
19 TRUE Christian 5
19 TRUE Muslim 6
22 FALSE Christian 5
20 FALSE Christian 6
25 FALSE Christian 5
20 FALSE Atheist 4
23 FALSE Muslim 6
21 TRUE Christian 4
20 FALSE Christian 4
22 FALSE Christian 5
22 FALSE Christian 4
20 FALSE Atheist 5
19 FALSE Muslim 6
19 FALSE Buddhist 4
19 FALSE Christian 4
21 FALSE Atheist 5
21 FALSE Christian 5
21 FALSE Atheist 6
20 FALSE Christian 6
22 FALSE Christian 5
20 TRUE Christian 6
18 TRUE Atheist 5
20 FALSE Buddhist 6
19 FALSE Christian 6
21 FALSE Hindu 6
22 FALSE Christian 5
22 FALSE Christian 5
21 TRUE Christian 7
20 FALSE Buddhist 4
20 FALSE Atheist 6
20 FALSE Muslim 3
18 TRUE Atheist 5
20 FALSE Atheist 5
19 FALSE Christian 5
22 FALSE Muslim 3
21 FALSE Muslim 6
16 FALSE Christian 5
20 FALSE Hindu 5
19 FALSE Christian 4
19 FALSE Atheist 6
23 FALSE Muslim 6
20 FALSE Muslim 4
23 FALSE Christian 5
21 FALSE Atheist 6
21 FALSE Hindu 6
18 FALSE Atheist 6
22 FALSE Buddhist 5
17 FALSE Buddhist 3
20 FALSE Atheist 6
20 FALSE Atheist 3
20 FALSE Atheist 5
21 FALSE Christian 4
22 FALSE Hindu 6
20 TRUE Atheist 5
17 FALSE Atheist 4
21 FALSE Muslim 5
17 FALSE Buddhist 3
22 FALSE Muslim 6
23 FALSE Atheist 5
21 FALSE Atheist 6
16 FALSE Atheist 5
18 FALSE Muslim 7
16 FALSE Muslim 5
20 FALSE Christian 4
17 FALSE Christian 5
20 FALSE Atheist 5
20 FALSE Christian 5
21 FALSE Muslim 5
17 FALSE Atheist 5
20 FALSE Buddhist 4
19 FALSE Atheist 4
20 FALSE Atheist 7
22 FALSE Atheist 6
19 TRUE Atheist 6
20 FALSE Atheist 5
23 FALSE Atheist 5
23 FALSE Christian 4
17 FALSE Atheist 6
19 FALSE Muslim 5
23 TRUE Christian 2
21 FALSE Hindu 6
24 FALSE Atheist 4
20 FALSE Buddhist 6
22 FALSE Atheist 5
20 FALSE Atheist 6
17 FALSE Atheist 4
24 FALSE Christian 6
19 FALSE Atheist 5
25 FALSE Atheist 7
16 FALSE Atheist 5
20 TRUE Christian 6
19 FALSE Buddhist 5
23 FALSE Christian 6
20 FALSE Atheist 5
22 FALSE Christian 5
17 FALSE Atheist 5
16 FALSE Atheist 3
19 FALSE Atheist 8
19 TRUE Buddhist 5
19 FALSE Christian 4
17 FALSE Atheist 5
19 FALSE Muslim 7
23 FALSE Atheist 3
19 FALSE Muslim 5
21 FALSE Atheist 4
21 TRUE Atheist 3
21 FALSE Christian 5
19 FALSE Muslim 5
19 FALSE Christian 6
23 TRUE Christian 6

Matches, startswith, endswith

  • We can use the handy matches(), starts_with(), and ends_with() functions to easily select variables that share a feature in their variable name
  • To select ID and all variables that start with “cesd”:
my_data %>%
  select(ID, starts_with('cesd')) %>%
  knitr::kable()
ID cesd1 cesd2
1 6 5
2 7 3
3 5 5
4 5 6
5 5 7
6 5 6
7 4 6
8 4 5
9 5 3
10 5 7
11 4 6
12 5 8
13 6 10
14 6 7
15 4 8
16 5 5
17 6 4
18 4 8
19 7 7
20 4 6
21 4 7
22 4 3
23 5 6
24 4 4
25 3 6
26 6 7
27 4 7
28 3 2
29 7 7
30 6 3
31 5 4
32 5 2
33 5 7
34 6 7
35 6 2
36 5 9
37 3 6
38 5 4
39 7 2
40 6 6
41 7 6
42 5 5
43 2 7
44 5 5
45 4 6
46 6 4
47 4 3
48 5 10
49 6 7
50 6 7
51 4 4
52 5 5
53 4 7
54 3 6
55 6 6
56 6 7
57 4 7
58 6 6
59 6 6
60 6 -2
61 6 9
62 4 9
63 5 5
64 5 8
65 5 4
66 4 1
67 5 7
68 4 7
69 4 7
70 5 8
71 4 8
72 5 5
73 7 8
74 3 4
75 4 4
76 6 9
77 6 7
78 5 3
79 5 5
80 3 3
81 5 5
82 6 6
83 6 9
84 4 4
85 6 7
86 5 7
87 5 8
88 4 8
89 6 4
90 6 3
91 5 7
92 6 4
93 5 8
94 6 3
95 5 6
96 7 5
97 5 6
98 4 8
99 3 7
100 5 7
101 4 4
102 4 8
103 5 5
104 6 11
105 4 5
106 4 8
107 6 5
108 6 6
109 3 8
110 4 6
111 6 4
112 7 6
113 4 6
114 4 2
115 4 8
116 5 8
117 5 7
118 5 7
119 5 4
120 4 7
121 5 4
122 5 4
123 4 6
124 4 7
125 5 7
126 5 6
127 4 5
128 5 3
129 3 7
130 6 7
131 3 6
132 4 5
133 6 7
134 6 5
135 5 3
136 4 7
137 5 7
138 7 6
139 4 7
140 6 7
141 6 9
142 5 7
143 6 6
144 5 7
145 6 10
146 5 10
147 6 7
148 5 5
149 6 9
150 4 4
151 4 5
152 6 4
153 6 6
154 5 9
155 6 3
156 5 6
157 5 9
158 5 7
159 6 11
160 5 4
161 7 8
162 5 5
163 6 6
164 5 6
165 6 10
166 6 5
167 5 9
168 5 10
169 4 7
170 4 8
171 5 3
172 5 9
173 5 8
174 5 5
175 6 4
176 5 5
177 6 8
178 5 7
179 4 5
180 7 9
181 5 7
182 6 7
183 5 8
184 5 3
185 6 6
186 6 8
187 6 7
188 4 7
189 7 5
190 4 5
191 4 3
192 4 5
193 5 8
194 6 9
195 5 6
196 5 3
197 3 6
198 7 7
199 7 7
200 7 10
201 5 7
202 4 7
203 5 5
204 3 4
205 5 5
206 3 8
207 5 6
208 5 7
209 5 9
210 4 4
211 6 9
212 6 5
213 5 3
214 6 7
215 6 6
216 5 10
217 6 7
218 5 5
219 6 6
220 6 7
221 5 6
222 7 4
223 4 6
224 7 5
225 6 7
226 5 10
227 6 9
228 4 4
229 6 6
230 6 3
231 4 8
232 4 7
233 5 6
234 6 2
235 4 2
236 4 8
237 5 4
238 5 7
239 7 9
240 5 4
241 4 0
242 4 5
243 5 9
244 6 4
245 5 8
246 4 8
247 5 3
248 5 6
249 6 5
250 2 9
251 6 7
252 6 5
253 6 11
254 4 6
255 6 4
256 5 8
257 6 6
258 4 3
259 6 4
260 6 2
261 5 5
262 6 8
263 5 5
264 4 7
265 6 8
266 4 5
267 7 5
268 5 6
269 5 5
270 4 7
271 5 4
272 2 4
273 5 8
274 4 9
275 5 6
276 6 9
277 5 7
278 5 6
279 4 5
280 6 4
281 7 8
282 4 4
283 4 5
284 5 5
285 5 6
286 5 7
287 5 8
288 5 7
289 7 0
290 4 8
291 4 9
292 6 9
293 6 3
294 4 9
295 5 4
296 5 8
297 4 8
298 5 6
299 6 4
300 5 5
301 6 6
302 4 5
303 4 10
304 4 7
305 5 6
306 5 5
307 3 4
308 5 6
309 5 7
310 6 5
311 4 5
312 5 3
313 6 6
314 4 7
315 6 6
316 4 6
317 4 8
318 4 7
319 5 7
320 5 8
321 4 4
322 5 7
323 4 8
324 5 5
325 6 4
326 6 6
327 4 9
328 5 3
329 5 7
330 7 7
331 7 6
332 6 8
333 4 8
334 4 9
335 5 5
336 5 7
337 5 8
338 5 5
339 5 8
340 3 5
341 5 5
342 4 3
343 6 4
344 5 1
345 4 5
346 5 5
347 5 5
348 6 6
349 6 2
350 4 6
351 5 4
352 5 8
353 4 4
354 4 9
355 4 3
356 5 6
357 5 5
358 4 3
359 6 3
360 4 5
361 6 7
362 4 0
363 6 5
364 5 8
365 4 9
366 4 7
367 5 8
368 7 8
369 4 8
370 6 5
371 4 5
372 5 5
373 6 11
374 6 6
375 6 2
376 5 8
377 3 6
378 4 1
379 4 4
380 4 6
381 4 1
382 6 2
383 6 4
384 6 5
385 6 4
386 4 6
387 5 6
388 4 7
389 5 5
390 4 10
391 5 8
392 6 8
393 5 8
394 5 8
395 4 9
396 5 4
397 3 6
398 5 8
399 5 4
400 5 8
401 6 3
402 5 5
403 6 5
404 6 6
405 6 10
406 5 7
407 6 4
408 5 8
409 6 4
410 5 4
411 5 4
412 6 8
413 6 5
414 7 9
415 5 2
416 5 7
417 4 6
418 5 6
419 3 3
420 4 3
421 6 5
422 4 6
423 5 7
424 6 5
425 5 2
426 4 2
427 6 9
428 6 6
429 6 7
430 5 7
431 4 5
432 5 9
433 6 7
434 4 5
435 4 6
436 4 7
437 3 8
438 5 4
439 6 4
440 5 5
441 4 4
442 6 8
443 6 6
444 5 4
445 5 0
446 5 5
447 5 9
448 6 5
449 5 4
450 6 10
451 4 7
452 6 3
453 4 8
454 6 6
455 5 8
456 6 7
457 5 9
458 5 5
459 5 2
460 4 6
461 3 10
462 4 3
463 6 7
464 6 6
465 3 6
466 6 8
467 5 6
468 6 7
469 6 6
470 5 7
471 5 6
472 6 6
473 4 5
474 5 6
475 3 7
476 7 6
477 4 2
478 5 5
479 4 6
480 3 5
481 3 8
482 6 6
483 4 8
484 4 5
485 6 6
486 5 6
487 5 8
488 5 5
489 5 2
490 4 4
491 3 5
492 5 9
493 6 2
494 4 6
495 5 5
496 5 8
497 6 5
498 5 4
499 5 6
500 6 8
501 4 3
502 3 7
503 6 1
504 5 5
505 6 3
506 4 8
507 4 8
508 5 7
509 5 10
510 6 1
511 5 5
512 6 6
513 7 4
514 5 7
515 5 5
516 5 7
517 5 7
518 4 7
519 4 6
520 3 11
521 6 11
522 6 3
523 4 3
524 6 6
525 4 5
526 4 9
527 4 8
528 5 7
529 4 7
530 6 6
531 6 6
532 4 7
533 6 6
534 6 4
535 4 7
536 4 6
537 5 9
538 5 2
539 5 6
540 5 7
541 5 5
542 4 8
543 5 6
544 4 9
545 4 7
546 5 4
547 6 5
548 5 8
549 5 6
550 3 6
551 6 7
552 5 3
553 4 7
554 4 8
555 4 5
556 6 10
557 4 4
558 3 6
559 4 6
560 6 5
561 4 5
562 5 5
563 7 3
564 6 8
565 6 8
566 6 7
567 4 5
568 5 8
569 6 6
570 5 5
571 4 6
572 5 6
573 4 5
574 4 7
575 6 5
576 5 6
577 5 7
578 5 8
579 5 2
580 6 5
581 5 2
582 7 5
583 7 9
584 6 8
585 7 7
586 4 10
587 5 5
588 4 6
589 5 7
590 6 7
591 6 5
592 4 9
593 4 3
594 6 5
595 6 4
596 6 6
597 5 9
598 6 9
599 4 6
600 5 4
601 6 3
602 6 7
603 6 6
604 4 6
605 7 6
606 5 7
607 6 5
608 6 8
609 5 9
610 5 3
611 7 8
612 6 9
613 3 4
614 5 6
615 4 7
616 5 9
617 5 5
618 8 7
619 5 10
620 4 6
621 7 6
622 4 8
623 4 8
624 5 6
625 5 7
626 4 5
627 5 6
628 6 7
629 5 5
630 5 4
631 6 5
632 5 8
633 4 4
634 4 4
635 4 3
636 6 7
637 6 7
638 6 9
639 5 6
640 5 6
641 5 8
642 4 6
643 4 4
644 6 3
645 6 7
646 4 6
647 5 6
648 4 7
649 4 6
650 4 6
651 5 3
652 6 5
653 6 7
654 6 9
655 6 5
656 4 4
657 6 7
658 3 10
659 6 6
660 6 2
661 5 5
662 5 4
663 7 8
664 4 7
665 5 6
666 3 9
667 5 6
668 6 7
669 7 5
670 6 4
671 5 9
672 6 4
673 6 8
674 6 6
675 5 3
676 5 2
677 6 7
678 2 1
679 5 9
680 4 7
681 4 9
682 5 4
683 5 6
684 5 7
685 6 3
686 5 3
687 6 3
688 3 8
689 5 4
690 5 8
691 6 6
692 4 8
693 4 8
694 4 8
695 5 7
696 4 4
697 7 2
698 5 8
699 5 6
700 5 8
701 5 9
702 6 7
703 6 7
704 6 6
705 6 6
706 6 3
707 5 6
708 4 7
709 4 5
710 6 6
711 5 9
712 5 4
713 5 5
714 5 5
715 5 8
716 4 6
717 6 10
718 4 12
719 6 1
720 4 4
721 4 7
722 5 4
723 4 8
724 5 6
725 6 3
726 4 9
727 6 8
728 5 6
729 6 5
730 6 5
731 5 3
732 6 9
733 3 7
734 6 7
735 4 7
736 4 8
737 5 6
738 6 6
739 5 7
740 5 8
741 8 7
742 5 10
743 6 5
744 5 8
745 4 4
746 4 11
747 5 7
748 7 6
749 6 8
750 2 7
751 5 5
752 5 5
753 3 4
754 5 4
755 5 5
756 4 4
757 5 4
758 5 7
759 4 4
760 7 6
761 6 10
762 5 5
763 5 4
764 4 6
765 7 7
766 6 6
767 5 4
768 5 7
769 5 8
770 5 6
771 3 7
772 4 9
773 5 6
774 4 4
775 3 4
776 4 6
777 5 7
778 3 6
779 4 4
780 5 7
781 1 6
782 4 7
783 6 6
784 4 11
785 6 7
786 6 12
787 3 7
788 5 9
789 5 6
790 5 4
791 4 5
792 4 6
793 4 6
794 6 4
795 5 4
796 4 6
797 5 5
798 5 10
799 6 6
800 6 7
801 3 8
802 3 7
803 6 8
804 7 9
805 6 6
806 5 8
807 5 6
808 5 5
809 5 6
810 5 5
811 5 5
812 5 6
813 5 7
814 4 3
815 5 7
816 4 9
817 8 1
818 4 3
819 4 6
820 4 9
821 6 5
822 5 6
823 4 6
824 5 5
825 4 6
826 3 5
827 7 8
828 6 6
829 5 3
830 6 7
831 6 4
832 5 5
833 5 4
834 5 11
835 4 5
836 6 8
837 4 6
838 5 7
839 6 3
840 5 6
841 5 6
842 5 7
843 5 7
844 6 5
845 5 7
846 4 6
847 6 5
848 7 5
849 6 7
850 5 6
851 4 3
852 3 4
853 6 7
854 5 9
855 1 7
856 4 7
857 5 5
858 5 8
859 6 7
860 5 5
861 6 7
862 5 7
863 4 8
864 4 1
865 4 8
866 5 7
867 6 5
868 4 8
869 4 4
870 6 3
871 3 6
872 4 7
873 5 7
874 5 9
875 4 6
876 5 9
877 4 5
878 5 4
879 6 4
880 3 5
881 5 7
882 7 5
883 6 9
884 4 8
885 4 7
886 6 6
887 5 8
888 5 4
889 5 10
890 6 7
891 5 4
892 6 6
893 5 7
894 6 1
895 5 6
896 4 6
897 6 8
898 4 10
899 4 4
900 5 2
901 4 7
902 5 6
903 6 5
904 4 6
905 4 5
906 5 7
907 5 8
908 6 5
909 6 6
910 5 1
911 6 7
912 5 5
913 6 5
914 6 6
915 6 2
916 5 5
917 5 4
918 7 9
919 4 6
920 6 7
921 3 6
922 5 7
923 5 4
924 5 7
925 3 5
926 6 7
927 5 7
928 5 8
929 4 5
930 6 5
931 6 8
932 4 4
933 5 10
934 6 8
935 6 6
936 6 5
937 5 4
938 3 4
939 6 6
940 3 1
941 5 10
942 4 6
943 6 7
944 5 7
945 4 8
946 5 5
947 3 6
948 6 4
949 5 8
950 6 8
951 5 1
952 7 4
953 5 7
954 4 4
955 5 8
956 5 9
957 5 8
958 5 2
959 5 7
960 4 6
961 4 8
962 7 3
963 6 11
964 6 5
965 5 5
966 5 3
967 4 7
968 6 6
969 5 6
970 2 9
971 6 11
972 4 6
973 6 11
974 5 7
975 6 4
976 4 9
977 6 7
978 5 3
979 7 4
980 5 7
981 6 7
982 5 7
983 6 9
984 5 5
985 5 7
986 5 9
987 3 5
988 8 9
989 5 4
990 4 6
991 5 4
992 7 5
993 3 5
994 5 5
995 4 9
996 3 3
997 5 6
998 5 6
999 6 8
1000 6 6

select_if

  • There are several modified version of the select verb that can come in handy sometimes
  • select_if is a particularly useful version of the select verb that selects only the variables that match a condition
  • For example, to select only numeric variables:
my_data %>%
  select_if(is.numeric) %>%
  knitr::kable()
ID age cesd1 cesd2 day1_score day2_score
1 20 6 5 105.10 184.92
2 21 7 3 80.43 151.11
3 18 5 5 113.19 127.61
4 24 5 6 55.96 148.99
5 18 5 7 52.98 80.09
6 20 5 6 119.63 155.65
7 20 4 6 77.43 125.12
8 18 4 5 175.27 135.58
9 22 5 3 165.36 103.80
10 22 5 7 85.21 126.32
11 23 4 6 118.40 152.81
12 21 5 8 84.83 149.89
13 17 6 10 148.70 111.90
14 23 6 7 50.22 47.01
15 20 4 8 110.39 171.54
16 17 5 5 72.64 202.59
17 18 6 4 146.05 84.83
18 20 4 8 96.71 183.56
19 20 7 7 134.12 185.99
20 21 4 6 117.68 125.94
21 21 4 7 143.04 150.58
22 22 4 3 68.37 114.17
23 21 5 6 111.24 88.52
24 23 4 4 126.99 125.69
25 19 3 6 123.28 118.91
26 20 6 7 54.57 205.55
27 23 4 7 137.96 93.15
28 22 3 2 107.26 61.93
29 18 7 7 83.80 124.48
30 18 6 3 157.70 128.63
31 22 5 4 52.16 63.97
32 20 5 2 77.16 72.29
33 19 5 7 66.41 122.85
34 21 6 7 148.20 95.74
35 20 6 2 168.21 143.18
36 23 5 9 92.79 120.22
37 17 3 6 135.11 157.39
38 17 5 4 72.55 115.91
39 20 7 2 131.97 155.71
40 21 6 6 171.40 178.08
41 21 7 6 112.19 137.80
42 22 5 5 128.24 124.88
43 20 2 7 210.06 170.14
44 21 5 5 108.49 125.12
45 18 4 6 116.25 126.45
46 18 6 4 95.41 129.15
47 18 4 3 110.12 163.86
48 16 5 10 88.88 133.18
49 21 6 7 182.75 138.37
50 19 6 7 129.44 124.44
51 21 4 4 92.07 60.44
52 22 5 5 36.87 69.48
53 20 4 7 65.83 134.73
54 19 3 6 69.39 164.99
55 23 6 6 117.74 135.53
56 21 6 7 149.16 215.97
57 19 4 7 40.03 118.72
58 20 6 6 157.67 118.94
59 19 6 6 95.95 129.58
60 17 6 -2 73.23 145.52
61 22 6 9 93.15 83.01
62 23 4 9 86.91 136.37
63 20 5 5 97.31 144.91
64 20 5 8 122.93 124.70
65 18 5 4 84.27 144.18
66 20 4 1 45.41 104.95
67 19 5 7 92.79 149.08
68 17 4 7 130.40 173.32
69 22 4 7 80.46 100.83
70 19 5 8 90.44 80.95
71 20 4 8 160.32 109.53
72 20 5 5 72.31 163.28
73 22 7 8 138.70 147.81
74 21 3 4 135.84 127.21
75 23 4 4 102.17 165.57
76 17 6 9 69.95 121.83
77 21 6 7 96.88 112.82
78 19 5 3 126.38 153.36
79 20 5 5 73.01 87.35
80 18 3 3 73.51 107.51
81 20 5 5 71.51 172.36
82 21 6 6 73.67 131.39
83 22 6 9 126.15 126.60
84 19 4 4 110.30 151.84
85 22 6 7 117.73 125.80
86 20 5 7 99.76 63.64
87 20 5 8 100.96 136.56
88 19 4 8 134.90 88.68
89 22 6 4 87.93 124.11
90 20 6 3 107.79 104.98
91 22 5 7 123.16 126.82
92 21 6 4 117.33 130.21
93 22 5 8 145.38 104.74
94 17 6 3 107.31 175.47
95 22 5 6 135.89 148.06
96 18 7 5 107.08 145.94
97 17 5 6 120.62 82.49
98 20 4 8 141.73 134.26
99 19 3 7 111.47 96.94
100 17 5 7 85.22 106.98
101 22 4 4 130.90 161.05
102 23 4 8 132.35 72.30
103 17 5 5 66.40 76.85
104 20 6 11 62.44 110.69
105 19 4 5 153.16 112.83
106 21 4 8 75.24 140.41
107 18 6 5 92.17 64.63
108 23 6 6 144.60 142.29
109 19 3 8 74.28 132.15
110 17 4 6 117.18 101.05
111 17 6 4 105.91 90.62
112 21 7 6 108.65 135.86
113 21 4 6 103.72 90.08
114 18 4 2 89.70 159.58
115 20 4 8 111.57 110.48
116 21 5 8 135.93 136.44
117 22 5 7 61.62 117.63
118 22 5 7 98.03 151.95
119 22 5 4 124.72 143.40
120 19 4 7 137.33 140.88
121 20 5 4 81.16 139.67
122 22 5 4 120.38 100.67
123 17 4 6 153.00 105.73
124 23 4 7 135.39 126.46
125 20 5 7 106.24 145.93
126 20 5 6 99.23 148.96
127 20 4 5 161.32 92.01
128 20 5 3 57.59 116.10
129 21 3 7 96.10 162.80
130 18 6 7 52.17 163.15
131 19 3 6 103.01 153.30
132 21 4 5 140.07 125.11
133 22 6 7 161.87 190.00
134 22 6 5 119.85 147.60
135 26 5 3 139.96 157.96
136 17 4 7 77.88 71.96
137 21 5 7 7.31 66.54
138 22 7 6 121.14 158.84
139 17 4 7 100.27 179.95
140 19 6 7 109.59 107.57
141 18 6 9 77.14 93.93
142 20 5 7 78.64 126.27
143 20 6 6 113.94 142.17
144 17 5 7 83.79 149.85
145 22 6 10 76.50 55.66
146 20 5 10 134.89 126.71
147 23 6 7 94.62 156.38
148 19 5 5 67.64 54.36
149 19 6 9 108.65 101.49
150 19 4 4 54.03 85.82
151 17 4 5 123.15 100.89
152 22 6 4 21.75 107.34
153 19 6 6 89.02 135.96
154 17 5 9 82.12 104.62
155 18 6 3 93.10 105.05
156 20 5 6 60.13 121.28
157 21 5 9 67.76 156.29
158 18 5 7 90.71 107.60
159 24 6 11 132.46 98.61
160 18 5 4 96.84 75.43
161 19 7 8 159.69 191.42
162 17 5 5 112.35 121.39
163 20 6 6 115.92 149.99
164 18 5 6 133.05 123.37
165 20 6 10 142.57 148.77
166 20 6 5 104.78 89.26
167 18 5 9 64.54 95.62
168 20 5 10 136.60 132.57
169 21 4 7 131.40 159.81
170 20 4 8 158.14 74.65
171 22 5 3 131.93 101.20
172 23 5 9 64.77 67.07
173 22 5 8 180.55 186.04
174 20 5 5 103.79 65.54
175 20 6 4 145.12 177.99
176 21 5 5 72.84 106.16
177 21 6 8 139.54 104.11
178 20 5 7 62.95 112.72
179 18 4 5 77.49 157.03
180 20 7 9 92.16 141.55
181 22 5 7 50.77 88.06
182 20 6 7 136.89 139.30
183 18 5 8 73.91 110.27
184 20 5 3 134.75 131.55
185 17 6 6 81.68 117.58
186 21 6 8 52.69 141.77
187 19 6 7 95.69 115.51
188 19 4 7 48.89 99.43
189 19 7 5 74.61 118.28
190 18 4 5 130.69 89.22
191 17 4 3 117.14 127.78
192 18 4 5 79.41 132.24
193 23 5 8 93.74 136.06
194 19 6 9 129.94 102.30
195 19 5 6 75.31 82.62
196 18 5 3 39.91 106.52
197 21 3 6 63.88 138.17
198 22 7 7 82.12 146.93
199 22 7 7 122.08 161.87
200 20 7 10 143.58 176.04
201 22 5 7 129.10 128.51
202 18 4 7 109.66 144.83
203 21 5 5 84.99 92.42
204 22 3 4 43.84 110.26
205 23 5 5 93.12 131.95
206 21 3 8 164.43 96.20
207 19 5 6 82.53 124.61
208 24 5 7 111.18 87.74
209 23 5 9 149.63 41.91
210 20 4 4 48.91 144.35
211 18 6 9 68.96 149.53
212 16 6 5 136.77 149.19
213 21 5 3 101.63 120.73
214 18 6 7 130.49 176.93
215 22 6 6 138.01 181.24
216 18 5 10 90.66 87.57
217 21 6 7 141.43 59.41
218 20 5 5 189.82 111.98
219 23 6 6 131.71 177.85
220 21 6 7 92.03 146.88
221 20 5 6 108.13 134.77
222 21 7 4 98.67 109.24
223 19 4 6 137.66 73.17
224 18 7 5 98.96 107.80
225 17 6 7 111.49 99.58
226 18 5 10 87.68 166.63
227 23 6 9 77.53 74.13
228 25 4 4 87.68 133.83
229 21 6 6 127.04 103.45
230 22 6 3 78.31 137.84
231 21 4 8 121.81 114.29
232 21 4 7 110.64 101.38
233 19 5 6 107.29 107.27
234 24 6 2 87.81 145.01
235 25 4 2 49.27 113.65
236 16 4 8 114.41 128.71
237 22 5 4 118.15 164.99
238 20 5 7 125.49 54.55
239 21 7 9 96.60 132.10
240 22 5 4 145.06 105.34
241 20 4 0 102.78 148.84
242 21 4 5 115.07 161.34
243 19 5 9 71.80 113.27
244 22 6 4 14.34 132.84
245 21 5 8 51.36 141.80
246 20 4 8 78.24 157.83
247 22 5 3 91.69 171.97
248 20 5 6 126.50 138.64
249 21 6 5 104.82 106.33
250 19 2 9 105.88 107.38
251 22 6 7 108.37 117.53
252 22 6 5 72.73 127.40
253 23 6 11 58.90 108.26
254 21 4 6 103.15 76.34
255 21 6 4 121.63 228.30
256 19 5 8 110.65 91.83
257 19 6 6 68.42 138.20
258 21 4 3 120.32 148.52
259 19 6 4 131.41 94.88
260 20 6 2 114.64 122.20
261 22 5 5 79.85 163.71
262 21 6 8 93.67 106.40
263 25 5 5 142.03 177.20
264 20 4 7 131.54 24.59
265 18 6 8 157.97 161.06
266 19 4 5 131.91 131.93
267 23 7 5 128.44 146.81
268 19 5 6 96.56 84.17
269 20 5 5 141.15 146.02
270 19 4 7 154.24 139.24
271 21 5 4 171.57 134.30
272 24 2 4 40.37 113.40
273 23 5 8 39.60 107.79
274 18 4 9 90.57 79.84
275 23 5 6 121.59 66.12
276 22 6 9 118.89 114.38
277 19 5 7 61.03 196.52
278 18 5 6 106.92 143.63
279 17 4 5 115.17 107.63
280 20 6 4 159.32 88.66
281 18 7 8 80.11 131.25
282 22 4 4 113.22 79.14
283 19 4 5 69.43 64.26
284 18 5 5 121.11 154.84
285 19 5 6 159.10 100.49
286 20 5 7 90.21 136.97
287 18 5 8 115.21 85.44
288 18 5 7 61.36 115.38
289 22 7 0 91.97 104.41
290 18 4 8 87.66 94.41
291 22 4 9 102.71 88.17
292 23 6 9 67.01 110.91
293 22 6 3 57.49 93.18
294 20 4 9 91.22 142.14
295 17 5 4 124.08 228.90
296 19 5 8 105.39 97.97
297 17 4 8 179.16 198.67
298 20 5 6 85.72 162.19
299 20 6 4 119.23 118.62
300 19 5 5 62.48 54.98
301 18 6 6 120.94 126.09
302 21 4 5 77.80 124.84
303 20 4 10 75.77 139.76
304 18 4 7 111.98 126.18
305 21 5 6 65.94 97.94
306 19 5 5 97.45 132.14
307 23 3 4 158.23 97.93
308 18 5 6 111.18 178.30
309 18 5 7 64.97 104.76
310 22 6 5 149.65 124.69
311 17 4 5 99.79 125.08
312 18 5 3 92.02 112.60
313 21 6 6 63.09 136.65
314 20 4 7 60.40 127.59
315 21 6 6 118.64 72.26
316 17 4 6 107.20 122.03
317 21 4 8 93.48 144.45
318 14 4 7 116.11 66.94
319 22 5 7 71.91 152.94
320 19 5 8 130.65 117.69
321 19 4 4 96.23 183.70
322 20 5 7 68.03 110.52
323 21 4 8 89.25 79.06
324 20 5 5 93.43 113.83
325 22 6 4 89.57 105.37
326 21 6 6 83.91 143.54
327 17 4 9 84.61 147.03
328 21 5 3 102.81 151.59
329 21 5 7 111.62 86.29
330 18 7 7 150.27 117.08
331 22 7 6 89.23 134.85
332 22 6 8 101.83 88.72
333 22 4 8 97.57 194.79
334 19 4 9 100.58 131.63
335 14 5 5 74.45 160.76
336 20 5 7 105.90 125.14
337 20 5 8 71.55 192.42
338 19 5 5 86.98 144.09
339 21 5 8 100.55 87.79
340 17 3 5 45.47 147.40
341 20 5 5 79.40 124.87
342 20 4 3 120.10 109.37
343 20 6 4 47.17 142.98
344 22 5 1 97.88 146.69
345 19 4 5 127.47 97.79
346 19 5 5 165.56 172.28
347 17 5 5 32.96 95.38
348 16 6 6 93.30 94.53
349 21 6 2 75.39 113.10
350 19 4 6 37.66 102.20
351 17 5 4 138.78 83.68
352 21 5 8 174.12 177.64
353 21 4 4 159.12 116.25
354 17 4 9 156.94 183.62
355 22 4 3 131.62 86.56
356 18 5 6 74.32 129.52
357 20 5 5 169.94 167.93
358 17 4 3 111.83 120.92
359 19 6 3 87.21 138.41
360 19 4 5 81.29 193.59
361 19 6 7 46.61 132.21
362 19 4 0 113.03 139.71
363 21 6 5 109.88 104.01
364 18 5 8 156.60 83.54
365 19 4 9 71.39 114.89
366 19 4 7 110.93 112.08
367 19 5 8 87.79 158.36
368 22 7 8 104.05 132.23
369 22 4 8 87.15 85.83
370 19 6 5 118.99 112.17
371 16 4 5 80.03 150.03
372 22 5 5 135.96 45.79
373 21 6 11 87.24 114.97
374 17 6 6 112.47 145.06
375 17 6 2 96.38 121.62
376 21 5 8 69.68 153.41
377 16 3 6 111.26 167.71
378 23 4 1 115.60 185.23
379 23 4 4 107.57 70.16
380 17 4 6 140.94 197.13
381 19 4 1 131.25 109.49
382 20 6 2 77.44 120.26
383 20 6 4 128.84 151.65
384 24 6 5 57.33 157.36
385 21 6 4 75.62 109.96
386 19 4 6 127.51 95.59
387 22 5 6 104.32 159.51
388 20 4 7 89.11 99.52
389 21 5 5 127.46 109.27
390 18 4 10 114.05 115.36
391 19 5 8 111.94 100.07
392 20 6 8 119.13 107.15
393 19 5 8 47.01 137.85
394 19 5 8 109.71 165.99
395 18 4 9 105.74 164.56
396 20 5 4 84.47 167.09
397 20 3 6 141.54 151.93
398 20 5 8 121.77 94.47
399 19 5 4 87.84 84.37
400 17 5 8 70.93 110.69
401 22 6 3 73.94 85.04
402 21 5 5 121.89 119.49
403 23 6 5 111.52 127.58
404 19 6 6 175.51 139.21
405 18 6 10 88.03 176.88
406 24 5 7 157.59 195.12
407 22 6 4 168.86 153.89
408 19 5 8 88.13 129.22
409 20 6 4 111.83 155.74
410 21 5 4 109.39 87.80
411 21 5 4 109.82 141.08
412 17 6 8 88.05 135.45
413 19 6 5 97.89 82.80
414 20 7 9 202.06 90.74
415 18 5 2 131.47 145.42
416 20 5 7 105.76 137.74
417 18 4 6 81.54 79.25
418 22 5 6 133.45 149.56
419 21 3 3 141.64 180.47
420 20 4 3 155.48 101.07
421 20 6 5 87.77 81.47
422 21 4 6 143.18 112.67
423 19 5 7 51.49 154.77
424 25 6 5 99.66 83.35
425 20 5 2 112.26 115.72
426 20 4 2 86.04 50.14
427 19 6 9 118.67 78.15
428 18 6 6 128.86 92.12
429 18 6 7 107.21 159.86
430 21 5 7 145.37 66.94
431 20 4 5 60.55 127.03
432 17 5 9 98.52 92.46
433 23 6 7 117.23 135.71
434 20 4 5 133.02 122.69
435 19 4 6 79.44 167.49
436 17 4 7 116.62 184.12
437 21 3 8 58.40 120.36
438 18 5 4 146.22 77.75
439 21 6 4 60.58 160.06
440 21 5 5 135.34 91.09
441 20 4 4 123.26 100.27
442 18 6 8 122.85 151.42
443 19 6 6 59.11 108.32
444 23 5 4 97.35 100.22
445 24 5 0 133.47 102.65
446 22 5 5 39.80 160.89
447 21 5 9 159.54 116.65
448 23 6 5 121.51 103.29
449 20 5 4 108.67 105.59
450 22 6 10 125.55 82.85
451 19 4 7 139.84 90.67
452 17 6 3 72.49 115.12
453 22 4 8 93.30 129.49
454 22 6 6 96.47 118.06
455 19 5 8 96.13 129.31
456 22 6 7 134.74 103.00
457 16 5 9 73.50 54.96
458 19 5 5 139.70 100.91
459 22 5 2 136.03 120.68
460 25 4 6 102.30 141.42
461 17 3 10 91.32 152.86
462 20 4 3 143.29 120.51
463 18 6 7 145.47 123.27
464 20 6 6 112.76 135.78
465 21 3 6 122.52 83.47
466 20 6 8 98.95 161.91
467 20 5 6 74.27 99.47
468 19 6 7 106.76 78.89
469 20 6 6 109.06 184.76
470 21 5 7 87.33 121.83
471 23 5 6 87.47 126.43
472 22 6 6 69.53 115.75
473 16 4 5 71.45 144.12
474 20 5 6 128.36 91.80
475 22 3 7 166.38 163.85
476 19 7 6 173.86 108.63
477 22 4 2 99.89 119.30
478 22 5 5 96.49 119.01
479 23 4 6 90.19 154.31
480 22 3 5 65.21 140.45
481 19 3 8 90.21 94.10
482 21 6 6 89.05 153.36
483 18 4 8 38.04 132.18
484 17 4 5 117.52 208.36
485 18 6 6 45.04 120.21
486 17 5 6 74.95 129.42
487 17 5 8 140.71 138.19
488 22 5 5 68.68 133.74
489 21 5 2 129.21 133.36
490 22 4 4 179.06 151.91
491 17 3 5 140.31 162.57
492 20 5 9 64.48 101.59
493 17 6 2 113.14 197.04
494 22 4 6 71.05 157.67
495 18 5 5 67.10 117.90
496 22 5 8 99.14 148.41
497 19 6 5 112.14 149.26
498 20 5 4 90.54 154.60
499 18 5 6 62.47 166.04
500 20 6 8 63.87 140.04
501 20 4 3 66.23 150.06
502 20 3 7 90.42 164.39
503 19 6 1 89.25 160.70
504 20 5 5 44.60 63.39
505 22 6 3 130.17 153.27
506 17 4 8 72.14 160.83
507 18 4 8 93.97 74.64
508 19 5 7 154.57 139.59
509 21 5 10 120.96 57.93
510 20 6 1 103.37 54.48
511 22 5 5 103.53 105.51
512 21 6 6 155.60 196.82
513 20 7 4 107.24 109.68
514 20 5 7 126.18 101.65
515 22 5 5 83.70 154.05
516 21 5 7 122.28 157.69
517 17 5 7 115.47 90.42
518 22 4 7 176.21 120.33
519 18 4 6 61.05 126.77
520 18 3 11 147.82 92.82
521 24 6 11 63.68 149.23
522 19 6 3 110.13 158.52
523 19 4 3 80.56 133.25
524 18 6 6 127.66 126.98
525 20 4 5 139.43 118.71
526 20 4 9 92.90 127.21
527 22 4 8 39.19 145.65
528 17 5 7 138.81 95.41
529 21 4 7 96.29 148.96
530 18 6 6 129.59 125.87
531 21 6 6 109.38 123.73
532 22 4 7 114.77 87.81
533 18 6 6 91.74 156.45
534 18 6 4 105.11 76.62
535 21 4 7 57.57 75.19
536 20 4 6 115.26 100.91
537 18 5 9 21.95 96.06
538 20 5 2 22.45 148.58
539 17 5 6 55.03 186.05
540 15 5 7 114.59 116.28
541 18 5 5 121.15 115.59
542 17 4 8 69.02 69.21
543 14 5 6 96.03 110.18
544 18 4 9 112.88 103.49
545 23 4 7 116.73 105.87
546 18 5 4 37.22 163.31
547 17 6 5 99.33 126.82
548 23 5 8 95.42 89.13
549 18 5 6 86.49 117.24
550 18 3 6 79.82 140.59
551 22 6 7 103.55 132.58
552 22 5 3 95.33 163.22
553 20 4 7 102.32 161.60
554 21 4 8 94.19 103.12
555 22 4 5 74.65 141.25
556 19 6 10 147.64 135.42
557 19 4 4 83.92 122.62
558 20 3 6 74.85 114.62
559 21 4 6 66.11 88.50
560 22 6 5 75.12 98.43
561 21 4 5 106.67 155.18
562 23 5 5 73.66 115.78
563 18 7 3 136.25 117.72
564 22 6 8 116.00 76.44
565 21 6 8 132.09 145.74
566 21 6 7 47.74 127.98
567 20 4 5 136.41 93.16
568 21 5 8 149.11 160.87
569 16 6 6 72.04 147.75
570 21 5 5 124.25 106.85
571 20 4 6 99.22 46.80
572 19 5 6 102.42 109.37
573 19 4 5 95.71 65.44
574 18 4 7 115.80 130.22
575 21 6 5 47.37 55.07
576 23 5 6 89.80 135.29
577 19 5 7 111.89 108.73
578 16 5 8 87.79 117.39
579 20 5 2 160.69 137.18
580 22 6 5 77.35 115.54
581 21 5 2 125.77 150.66
582 17 7 5 114.57 169.00
583 18 7 9 132.24 121.21
584 17 6 8 112.53 136.81
585 18 7 7 84.68 130.04
586 19 4 10 93.68 154.53
587 19 5 5 122.44 131.76
588 19 4 6 117.12 91.12
589 19 5 7 137.32 185.12
590 20 6 7 115.91 84.93
591 18 6 5 69.10 185.56
592 22 4 9 82.54 120.16
593 21 4 3 69.96 96.10
594 18 6 5 114.54 112.57
595 22 6 4 111.63 202.43
596 21 6 6 97.47 84.83
597 22 5 9 94.60 178.07
598 22 6 9 126.54 120.90
599 21 4 6 53.85 144.24
600 20 5 4 59.38 108.17
601 19 6 3 101.60 181.38
602 23 6 7 77.58 119.44
603 17 6 6 199.92 84.25
604 16 4 6 91.10 191.52
605 20 7 6 106.08 143.73
606 17 5 7 55.71 114.05
607 18 6 5 78.25 170.68
608 20 6 8 172.40 98.87
609 18 5 9 122.19 141.58
610 19 5 3 114.15 101.40
611 18 7 8 149.17 105.18
612 17 6 9 110.72 175.37
613 20 3 4 64.20 150.50
614 17 5 6 125.64 110.23
615 18 4 7 125.21 140.20
616 18 5 9 124.33 119.84
617 19 5 5 73.01 111.18
618 18 8 7 67.95 143.49
619 18 5 10 56.77 83.53
620 22 4 6 92.06 130.42
621 19 7 6 163.97 154.38
622 24 4 8 148.45 152.12
623 16 4 8 61.71 108.24
624 21 5 6 82.96 134.43
625 22 5 7 96.31 118.44
626 20 4 5 117.41 93.58
627 19 5 6 81.58 158.86
628 20 6 7 95.23 128.59
629 21 5 5 101.04 176.98
630 21 5 4 116.88 191.51
631 19 6 5 104.36 152.15
632 18 5 8 106.96 133.42
633 18 4 4 116.68 170.02
634 20 4 4 85.77 120.73
635 23 4 3 130.98 82.32
636 18 6 7 141.38 168.33
637 19 6 7 102.46 108.90
638 19 6 9 159.24 191.50
639 23 5 6 87.52 86.07
640 21 5 6 125.89 143.95
641 22 5 8 91.14 123.37
642 20 4 6 132.39 191.07
643 22 4 4 46.91 106.18
644 18 6 3 43.47 165.34
645 20 6 7 63.58 108.85
646 18 4 6 59.62 158.97
647 19 5 6 63.53 154.24
648 17 4 7 123.02 174.21
649 19 4 6 103.54 134.86
650 20 4 6 89.90 117.54
651 20 5 3 135.47 111.35
652 19 6 5 143.34 179.70
653 18 6 7 120.36 186.11
654 17 6 9 140.53 52.42
655 19 6 5 80.42 150.51
656 20 4 4 191.74 113.45
657 20 6 7 173.93 96.69
658 18 3 10 95.80 112.72
659 18 6 6 98.35 122.55
660 19 6 2 81.76 124.40
661 22 5 5 86.22 139.35
662 19 5 4 82.59 93.23
663 22 7 8 62.24 145.02
664 19 4 7 99.64 132.87
665 21 5 6 74.23 88.38
666 16 3 9 91.14 121.99
667 18 5 6 152.18 144.17
668 19 6 7 120.19 170.43
669 19 7 5 123.23 153.00
670 22 6 4 159.64 125.57
671 19 5 9 118.44 84.82
672 18 6 4 62.62 134.05
673 22 6 8 108.18 151.49
674 21 6 6 135.35 75.43
675 19 5 3 186.42 97.61
676 19 5 2 127.48 65.14
677 21 6 7 54.35 138.14
678 16 2 1 118.50 83.16
679 19 5 9 165.73 151.25
680 20 4 7 94.28 117.26
681 21 4 9 34.02 129.76
682 18 5 4 101.62 155.27
683 18 5 6 103.77 131.83
684 24 5 7 137.28 119.34
685 18 6 3 56.80 97.56
686 21 5 3 137.09 86.96
687 20 6 3 69.73 109.74
688 17 3 8 117.23 91.96
689 19 5 4 100.81 154.80
690 23 5 8 99.33 143.58
691 17 6 6 69.44 93.12
692 21 4 8 83.96 103.69
693 20 4 8 125.39 92.26
694 18 4 8 98.88 171.52
695 16 5 7 103.60 158.44
696 19 4 4 124.61 64.58
697 21 7 2 144.08 102.98
698 20 5 8 80.00 163.00
699 17 5 6 63.97 147.77
700 20 5 8 131.43 112.35
701 19 5 9 52.13 103.94
702 24 6 7 152.32 163.54
703 22 6 7 100.83 132.21
704 19 6 6 135.22 98.82
705 17 6 6 197.25 129.55
706 18 6 3 102.98 102.27
707 17 5 6 87.45 128.03
708 19 4 7 59.39 119.91
709 20 4 5 155.29 124.32
710 19 6 6 93.44 123.72
711 21 5 9 61.30 150.67
712 17 5 4 95.58 116.05
713 18 5 5 160.12 127.61
714 18 5 5 138.15 189.49
715 20 5 8 97.58 78.09
716 18 4 6 164.08 183.73
717 22 6 10 214.55 158.60
718 23 4 12 144.83 161.65
719 21 6 1 79.54 134.84
720 21 4 4 94.86 86.31
721 25 4 7 54.67 120.05
722 21 5 4 101.61 137.69
723 19 4 8 121.33 115.74
724 19 5 6 70.11 110.60
725 23 6 3 88.41 106.25
726 22 4 9 99.20 112.86
727 20 6 8 122.92 200.39
728 24 5 6 85.84 144.50
729 22 6 5 97.43 106.72
730 17 6 5 118.06 143.44
731 19 5 3 144.09 149.31
732 22 6 9 144.82 102.97
733 15 3 7 84.15 109.09
734 23 6 7 142.33 146.67
735 19 4 7 90.41 71.03
736 19 4 8 118.35 98.80
737 20 5 6 137.41 93.83
738 18 6 6 137.91 154.93
739 17 5 7 95.04 169.12
740 21 5 8 92.64 128.40
741 23 8 7 161.16 196.81
742 20 5 10 143.58 135.19
743 21 6 5 83.85 109.79
744 21 5 8 109.89 115.68
745 20 4 4 167.96 68.44
746 20 4 11 118.30 133.13
747 23 5 7 108.92 165.78
748 19 7 6 132.13 161.02
749 19 6 8 101.18 121.29
750 22 2 7 62.72 137.16
751 22 5 5 82.94 160.02
752 22 5 5 127.86 173.70
753 19 3 4 79.07 74.04
754 20 5 4 65.43 107.88
755 22 5 5 127.17 117.59
756 23 4 4 84.50 114.83
757 21 5 4 101.05 62.79
758 20 5 7 87.07 120.67
759 21 4 4 99.36 111.26
760 24 7 6 59.65 133.33
761 19 6 10 73.60 101.63
762 20 5 5 115.60 56.97
763 19 5 4 86.47 135.80
764 22 4 6 133.23 165.78
765 21 7 7 49.53 91.92
766 19 6 6 113.09 113.26
767 21 5 4 73.06 83.98
768 18 5 7 112.75 179.57
769 19 5 8 36.43 115.40
770 21 5 6 78.08 134.72
771 21 3 7 80.43 135.03
772 18 4 9 144.92 223.52
773 24 5 6 125.94 132.68
774 16 4 4 98.64 129.60
775 21 3 4 97.92 105.31
776 19 4 6 123.88 143.84
777 18 5 7 97.47 110.03
778 19 3 6 95.00 164.39
779 23 4 4 113.39 95.40
780 19 5 7 120.25 180.38
781 20 1 6 51.98 140.30
782 22 4 7 110.24 101.53
783 20 6 6 91.66 103.69
784 22 4 11 135.51 78.35
785 20 6 7 61.20 91.26
786 19 6 12 105.66 119.75
787 18 3 7 113.20 88.45
788 21 5 9 79.42 95.03
789 20 5 6 140.21 85.76
790 27 5 4 102.08 155.09
791 22 4 5 95.13 155.56
792 20 4 6 83.23 84.83
793 19 4 6 102.72 150.24
794 19 6 4 94.58 146.27
795 19 5 4 131.68 149.36
796 19 4 6 85.11 140.35
797 22 5 5 117.23 90.94
798 20 5 10 141.15 199.63
799 18 6 6 103.91 128.92
800 17 6 7 120.46 123.67
801 21 3 8 100.94 110.17
802 18 3 7 134.59 152.62
803 19 6 8 116.41 119.15
804 22 7 9 172.41 121.96
805 21 6 6 145.89 162.00
806 18 5 8 72.39 114.81
807 19 5 6 89.96 137.05
808 21 5 5 115.62 199.62
809 21 5 6 90.46 123.97
810 20 5 5 79.13 83.69
811 18 5 5 122.27 84.32
812 18 5 6 150.05 114.70
813 18 5 7 68.92 224.40
814 20 4 3 201.10 146.26
815 21 5 7 122.05 210.09
816 19 4 9 84.71 121.25
817 18 8 1 55.96 94.96
818 18 4 3 107.69 224.05
819 21 4 6 90.68 63.53
820 24 4 9 83.36 93.99
821 20 6 5 155.02 85.84
822 21 5 6 121.61 129.62
823 24 4 6 90.22 186.56
824 18 5 5 85.60 86.81
825 20 4 6 40.85 105.63
826 20 3 5 96.32 97.40
827 19 7 8 140.84 157.94
828 18 6 6 133.86 173.82
829 21 5 3 89.67 95.43
830 21 6 7 156.82 154.41
831 18 6 4 92.74 135.83
832 17 5 5 121.00 100.73
833 19 5 4 141.35 132.29
834 20 5 11 156.38 94.87
835 20 4 5 97.96 95.97
836 21 6 8 112.80 144.42
837 20 4 6 103.33 129.43
838 22 5 7 135.92 116.66
839 22 6 3 107.23 136.77
840 24 5 6 65.85 152.01
841 19 5 6 86.96 124.50
842 21 5 7 107.63 122.78
843 21 5 7 106.32 65.68
844 17 6 5 50.89 124.69
845 21 5 7 87.41 123.13
846 19 4 6 95.32 165.23
847 19 6 5 82.61 142.71
848 19 7 5 77.97 139.16
849 20 6 7 77.05 86.53
850 19 5 6 117.23 63.28
851 18 4 3 111.44 117.28
852 19 3 4 100.28 103.78
853 22 6 7 95.73 133.74
854 19 5 9 32.07 64.16
855 20 1 7 153.65 185.08
856 19 4 7 151.35 116.69
857 17 5 5 134.10 125.45
858 21 5 8 79.79 172.68
859 21 6 7 114.50 146.43
860 19 5 5 150.83 147.78
861 21 6 7 106.54 59.22
862 23 5 7 108.28 218.72
863 23 4 8 78.67 120.68
864 20 4 1 138.80 88.37
865 20 4 8 104.65 124.98
866 20 5 7 132.23 111.40
867 21 6 5 137.67 200.59
868 22 4 8 106.76 116.57
869 18 4 4 57.20 128.54
870 16 6 3 93.04 133.63
871 21 3 6 107.75 109.22
872 21 4 7 53.26 172.61
873 22 5 7 34.81 78.17
874 21 5 9 131.09 69.04
875 21 4 6 119.46 119.64
876 20 5 9 32.37 101.42
877 20 4 5 104.53 99.57
878 21 5 4 80.98 107.14
879 21 6 4 127.32 148.52
880 22 3 5 81.74 87.98
881 16 5 7 162.14 159.99
882 20 7 5 94.35 119.48
883 22 6 9 93.27 157.88
884 15 4 8 93.18 167.13
885 19 4 7 61.09 90.38
886 17 6 6 131.72 120.68
887 16 5 8 110.38 97.85
888 21 5 4 147.17 112.07
889 20 5 10 106.34 99.52
890 18 6 7 85.10 105.04
891 19 5 4 156.05 159.73
892 19 6 6 88.27 206.51
893 22 5 7 103.99 179.40
894 20 6 1 105.11 153.17
895 25 5 6 94.58 78.50
896 20 4 6 78.24 118.54
897 23 6 8 148.21 109.75
898 21 4 10 112.56 162.05
899 20 4 4 73.92 66.43
900 22 5 2 146.99 139.73
901 22 4 7 96.38 85.89
902 20 5 6 89.36 129.86
903 19 6 5 92.33 130.20
904 19 4 6 89.50 61.91
905 19 4 5 77.16 151.04
906 21 5 7 69.11 99.84
907 21 5 8 74.01 109.25
908 21 6 5 78.58 114.76
909 20 6 6 111.16 116.19
910 22 5 1 88.95 135.38
911 20 6 7 122.12 185.34
912 18 5 5 136.27 158.33
913 20 6 5 109.68 112.84
914 19 6 6 118.23 143.29
915 21 6 2 75.20 143.44
916 22 5 5 64.29 99.58
917 22 5 4 111.78 98.72
918 21 7 9 147.85 124.14
919 20 4 6 118.95 164.02
920 20 6 7 66.34 152.26
921 20 3 6 94.47 122.00
922 18 5 7 100.73 148.66
923 20 5 4 93.76 121.19
924 19 5 7 165.23 136.64
925 22 3 5 71.22 70.53
926 21 6 7 95.63 139.54
927 16 5 7 81.98 77.85
928 20 5 8 139.31 99.04
929 19 4 5 113.23 164.23
930 19 6 5 92.63 79.85
931 23 6 8 120.46 129.96
932 20 4 4 153.60 148.58
933 23 5 10 85.95 77.74
934 21 6 8 50.88 151.77
935 21 6 6 98.13 133.93
936 18 6 5 109.69 82.75
937 22 5 4 118.19 108.26
938 17 3 4 51.04 158.83
939 20 6 6 101.21 113.68
940 20 3 1 117.61 135.23
941 20 5 10 52.22 112.40
942 21 4 6 93.76 98.26
943 22 6 7 153.56 116.40
944 20 5 7 150.39 184.89
945 17 4 8 121.22 120.97
946 21 5 5 117.95 144.23
947 17 3 6 95.02 157.01
948 22 6 4 84.01 88.09
949 23 5 8 83.83 165.33
950 21 6 8 113.62 208.14
951 16 5 1 71.70 118.75
952 18 7 4 125.05 133.33
953 16 5 7 85.64 104.73
954 20 4 4 135.03 152.31
955 17 5 8 135.63 119.38
956 20 5 9 70.25 168.27
957 20 5 8 127.89 111.90
958 21 5 2 130.69 133.53
959 17 5 7 105.18 85.31
960 20 4 6 69.25 131.49
961 19 4 8 70.47 78.30
962 20 7 3 109.41 112.98
963 22 6 11 105.23 134.78
964 19 6 5 144.74 208.47
965 20 5 5 106.74 115.91
966 23 5 3 106.14 91.60
967 23 4 7 133.57 119.65
968 17 6 6 77.91 83.18
969 19 5 6 47.42 106.52
970 23 2 9 115.81 204.02
971 21 6 11 92.01 157.38
972 24 4 6 111.46 117.53
973 20 6 11 112.20 104.01
974 22 5 7 54.49 48.28
975 20 6 4 76.43 79.31
976 17 4 9 165.12 153.34
977 24 6 7 85.27 107.32
978 19 5 3 139.83 139.63
979 25 7 4 50.38 93.11
980 16 5 7 78.92 111.33
981 20 6 7 93.32 163.61
982 19 5 7 114.12 156.11
983 23 6 9 38.54 89.84
984 20 5 5 91.35 169.58
985 22 5 7 105.73 82.18
986 17 5 9 99.73 162.39
987 16 3 5 112.73 131.85
988 19 8 9 40.72 151.44
989 19 5 4 92.95 138.36
990 19 4 6 84.25 130.13
991 17 5 4 70.64 113.32
992 19 7 5 115.89 169.65
993 23 3 5 106.19 125.65
994 19 5 5 81.44 148.80
995 21 4 9 104.74 144.54
996 21 3 3 98.45 194.72
997 21 5 6 134.20 118.89
998 19 5 6 66.25 95.63
999 19 6 8 43.82 69.92
1000 23 6 6 126.90 159.61

filter

  • The filter verb can be used to keep observations that fulfill a specific condition
  • filter takes in a data frame and a condition that is defined by a variable

Filter observations greater than

  • For example, if we want to filter for participants older than 20:
my_data %>%
  filter(age > 20) %>%
  knitr::kable()
ID gender age smoker religion cesd1 cesd2 day1_score day2_score
2 female 21 FALSE Christian 7 3 80.43 151.11
4 female 24 FALSE Atheist 5 6 55.96 148.99
9 male 22 TRUE Christian 5 3 165.36 103.80
10 male 22 FALSE Muslim 5 7 85.21 126.32
11 male 23 FALSE Atheist 4 6 118.40 152.81
12 male 21 FALSE Muslim 5 8 84.83 149.89
14 female 23 FALSE Muslim 6 7 50.22 47.01
20 female 21 FALSE Atheist 4 6 117.68 125.94
21 male 21 FALSE Christian 4 7 143.04 150.58
22 female 22 FALSE Atheist 4 3 68.37 114.17
23 male 21 FALSE Buddhist 5 6 111.24 88.52
24 male 23 FALSE Atheist 4 4 126.99 125.69
27 male 23 FALSE Atheist 4 7 137.96 93.15
28 male 22 FALSE Atheist 3 2 107.26 61.93
31 male 22 FALSE Christian 5 4 52.16 63.97
34 female 21 FALSE Christian 6 7 148.20 95.74
36 male 23 FALSE Muslim 5 9 92.79 120.22
40 female 21 TRUE Atheist 6 6 171.40 178.08
41 male 21 FALSE Atheist 7 6 112.19 137.80
42 male 22 FALSE Atheist 5 5 128.24 124.88
44 male 21 FALSE Atheist 5 5 108.49 125.12
49 male 21 FALSE Atheist 6 7 182.75 138.37
51 female 21 FALSE Christian 4 4 92.07 60.44
52 female 22 FALSE Atheist 5 5 36.87 69.48
55 female 23 FALSE Hindu 6 6 117.74 135.53
56 male 21 TRUE Muslim 6 7 149.16 215.97
61 female 22 FALSE Muslim 6 9 93.15 83.01
62 female 23 FALSE Christian 4 9 86.91 136.37
69 male 22 FALSE Buddhist 4 7 80.46 100.83
73 female 22 FALSE Christian 7 8 138.70 147.81
74 male 21 FALSE Hindu 3 4 135.84 127.21
75 male 23 FALSE Hindu 4 4 102.17 165.57
77 female 21 FALSE Atheist 6 7 96.88 112.82
82 male 21 FALSE Christian 6 6 73.67 131.39
83 male 22 FALSE Buddhist 6 9 126.15 126.60
85 female 22 FALSE Christian 6 7 117.73 125.80
89 male 22 FALSE Buddhist 6 4 87.93 124.11
91 female 22 FALSE Christian 5 7 123.16 126.82
92 male 21 FALSE Atheist 6 4 117.33 130.21
93 female 22 FALSE Muslim 5 8 145.38 104.74
95 male 22 FALSE Atheist 5 6 135.89 148.06
101 female 22 TRUE Muslim 4 4 130.90 161.05
102 male 23 FALSE Atheist 4 8 132.35 72.30
106 female 21 FALSE Christian 4 8 75.24 140.41
108 female 23 TRUE Atheist 6 6 144.60 142.29
112 male 21 FALSE Hindu 7 6 108.65 135.86
113 female 21 FALSE Muslim 4 6 103.72 90.08
116 female 21 FALSE Atheist 5 8 135.93 136.44
117 male 22 FALSE Christian 5 7 61.62 117.63
118 male 22 FALSE Christian 5 7 98.03 151.95
119 male 22 FALSE Atheist 5 4 124.72 143.40
122 male 22 FALSE Atheist 5 4 120.38 100.67
124 male 23 FALSE Christian 4 7 135.39 126.46
129 female 21 FALSE Muslim 3 7 96.10 162.80
132 male 21 FALSE Christian 4 5 140.07 125.11
133 female 22 TRUE Buddhist 6 7 161.87 190.00
134 male 22 FALSE Atheist 6 5 119.85 147.60
135 male 26 FALSE Atheist 5 3 139.96 157.96
137 male 21 FALSE Atheist 5 7 7.31 66.54
138 male 22 FALSE Buddhist 7 6 121.14 158.84
145 female 22 FALSE Atheist 6 10 76.50 55.66
147 female 23 FALSE Muslim 6 7 94.62 156.38
152 female 22 FALSE Muslim 6 4 21.75 107.34
157 male 21 FALSE Buddhist 5 9 67.76 156.29
159 female 24 FALSE Atheist 6 11 132.46 98.61
169 male 21 FALSE Atheist 4 7 131.40 159.81
171 female 22 FALSE Hindu 5 3 131.93 101.20
172 female 23 FALSE Muslim 5 9 64.77 67.07
173 male 22 TRUE Christian 5 8 180.55 186.04
176 male 21 FALSE Muslim 5 5 72.84 106.16
177 female 21 FALSE Atheist 6 8 139.54 104.11
181 female 22 FALSE Atheist 5 7 50.77 88.06
186 male 21 FALSE Atheist 6 8 52.69 141.77
193 female 23 FALSE Atheist 5 8 93.74 136.06
197 male 21 TRUE Hindu 3 6 63.88 138.17
198 female 22 FALSE Christian 7 7 82.12 146.93
199 female 22 FALSE Atheist 7 7 122.08 161.87
201 male 22 FALSE Christian 5 7 129.10 128.51
203 male 21 FALSE Christian 5 5 84.99 92.42
204 female 22 FALSE Hindu 3 4 43.84 110.26
205 female 23 FALSE Christian 5 5 93.12 131.95
206 male 21 FALSE Muslim 3 8 164.43 96.20
208 female 24 TRUE Hindu 5 7 111.18 87.74
209 female 23 FALSE Buddhist 5 9 149.63 41.91
213 female 21 FALSE Muslim 5 3 101.63 120.73
215 female 22 TRUE Muslim 6 6 138.01 181.24
217 male 21 FALSE Christian 6 7 141.43 59.41
219 male 23 TRUE Atheist 6 6 131.71 177.85
220 female 21 FALSE Muslim 6 7 92.03 146.88
222 female 21 FALSE Muslim 7 4 98.67 109.24
227 male 23 FALSE Buddhist 6 9 77.53 74.13
228 female 25 FALSE Atheist 4 4 87.68 133.83
229 female 21 FALSE Atheist 6 6 127.04 103.45
230 female 22 FALSE Atheist 6 3 78.31 137.84
231 female 21 FALSE Atheist 4 8 121.81 114.29
232 male 21 FALSE Atheist 4 7 110.64 101.38
234 male 24 FALSE Atheist 6 2 87.81 145.01
235 male 25 FALSE Hindu 4 2 49.27 113.65
237 female 22 TRUE Christian 5 4 118.15 164.99
239 male 21 FALSE Christian 7 9 96.60 132.10
240 male 22 FALSE Muslim 5 4 145.06 105.34
242 male 21 FALSE Atheist 4 5 115.07 161.34
244 female 22 FALSE Buddhist 6 4 14.34 132.84
245 female 21 TRUE Atheist 5 8 51.36 141.80
247 male 22 FALSE Atheist 5 3 91.69 171.97
249 male 21 FALSE Christian 6 5 104.82 106.33
251 male 22 FALSE Atheist 6 7 108.37 117.53
252 male 22 FALSE Christian 6 5 72.73 127.40
253 male 23 FALSE Atheist 6 11 58.90 108.26
254 female 21 FALSE Atheist 4 6 103.15 76.34
255 female 21 TRUE Atheist 6 4 121.63 228.30
258 female 21 FALSE Muslim 4 3 120.32 148.52
261 female 22 FALSE Christian 5 5 79.85 163.71
262 male 21 FALSE Atheist 6 8 93.67 106.40
263 male 25 TRUE Muslim 5 5 142.03 177.20
267 male 23 FALSE Buddhist 7 5 128.44 146.81
271 female 21 FALSE Hindu 5 4 171.57 134.30
272 female 24 FALSE Christian 2 4 40.37 113.40
273 female 23 FALSE Muslim 5 8 39.60 107.79
275 female 23 FALSE Buddhist 5 6 121.59 66.12
276 male 22 FALSE Atheist 6 9 118.89 114.38
282 female 22 FALSE Atheist 4 4 113.22 79.14
289 male 22 FALSE Christian 7 0 91.97 104.41
291 female 22 FALSE Atheist 4 9 102.71 88.17
292 female 23 FALSE Muslim 6 9 67.01 110.91
293 male 22 FALSE Atheist 6 3 57.49 93.18
302 male 21 FALSE Christian 4 5 77.80 124.84
305 male 21 FALSE Muslim 5 6 65.94 97.94
307 female 23 FALSE Buddhist 3 4 158.23 97.93
310 female 22 FALSE Christian 6 5 149.65 124.69
313 female 21 FALSE Muslim 6 6 63.09 136.65
315 female 21 FALSE Christian 6 6 118.64 72.26
317 female 21 FALSE Christian 4 8 93.48 144.45
319 male 22 FALSE Buddhist 5 7 71.91 152.94
323 female 21 FALSE Atheist 4 8 89.25 79.06
325 female 22 FALSE Atheist 6 4 89.57 105.37
326 male 21 FALSE Christian 6 6 83.91 143.54
328 male 21 FALSE Atheist 5 3 102.81 151.59
329 female 21 FALSE Christian 5 7 111.62 86.29
331 male 22 FALSE Atheist 7 6 89.23 134.85
332 male 22 FALSE Buddhist 6 8 101.83 88.72
333 male 22 TRUE Christian 4 8 97.57 194.79
339 male 21 FALSE Atheist 5 8 100.55 87.79
344 male 22 FALSE Atheist 5 1 97.88 146.69
349 female 21 FALSE Buddhist 6 2 75.39 113.10
352 female 21 TRUE Christian 5 8 174.12 177.64
353 male 21 FALSE Christian 4 4 159.12 116.25
355 female 22 FALSE Hindu 4 3 131.62 86.56
363 female 21 TRUE Atheist 6 5 109.88 104.01
368 female 22 FALSE Atheist 7 8 104.05 132.23
369 male 22 FALSE Christian 4 8 87.15 85.83
372 female 22 FALSE Buddhist 5 5 135.96 45.79
373 female 21 FALSE Christian 6 11 87.24 114.97
376 female 21 FALSE Atheist 5 8 69.68 153.41
378 male 23 TRUE Atheist 4 1 115.60 185.23
379 female 23 FALSE Atheist 4 4 107.57 70.16
384 female 24 FALSE Christian 6 5 57.33 157.36
385 female 21 FALSE Muslim 6 4 75.62 109.96
387 male 22 FALSE Christian 5 6 104.32 159.51
389 female 21 FALSE Atheist 5 5 127.46 109.27
401 male 22 FALSE Christian 6 3 73.94 85.04
402 male 21 FALSE Atheist 5 5 121.89 119.49
403 male 23 FALSE Christian 6 5 111.52 127.58
406 male 24 TRUE Atheist 5 7 157.59 195.12
407 female 22 FALSE Atheist 6 4 168.86 153.89
410 male 21 FALSE Atheist 5 4 109.39 87.80
411 female 21 FALSE Christian 5 4 109.82 141.08
418 female 22 TRUE Hindu 5 6 133.45 149.56
419 male 21 FALSE Christian 3 3 141.64 180.47
422 female 21 FALSE Atheist 4 6 143.18 112.67
424 male 25 FALSE Buddhist 6 5 99.66 83.35
430 female 21 FALSE Atheist 5 7 145.37 66.94
433 female 23 FALSE Atheist 6 7 117.23 135.71
437 male 21 FALSE Christian 3 8 58.40 120.36
439 female 21 FALSE Christian 6 4 60.58 160.06
440 female 21 FALSE Atheist 5 5 135.34 91.09
444 male 23 FALSE Buddhist 5 4 97.35 100.22
445 male 24 FALSE Atheist 5 0 133.47 102.65
446 female 22 FALSE Atheist 5 5 39.80 160.89
447 female 21 FALSE Atheist 5 9 159.54 116.65
448 male 23 FALSE Muslim 6 5 121.51 103.29
450 female 22 FALSE Atheist 6 10 125.55 82.85
453 female 22 FALSE Atheist 4 8 93.30 129.49
454 female 22 FALSE Atheist 6 6 96.47 118.06
456 male 22 FALSE Muslim 6 7 134.74 103.00
459 female 22 FALSE Buddhist 5 2 136.03 120.68
460 male 25 TRUE Atheist 4 6 102.30 141.42
465 male 21 FALSE Buddhist 3 6 122.52 83.47
470 male 21 FALSE Atheist 5 7 87.33 121.83
471 male 23 FALSE Christian 5 6 87.47 126.43
472 male 22 FALSE Christian 6 6 69.53 115.75
475 male 22 FALSE Muslim 3 7 166.38 163.85
477 female 22 FALSE Hindu 4 2 99.89 119.30
478 female 22 FALSE Atheist 5 5 96.49 119.01
479 male 23 FALSE Hindu 4 6 90.19 154.31
480 female 22 FALSE Christian 3 5 65.21 140.45
482 female 21 FALSE Atheist 6 6 89.05 153.36
488 male 22 FALSE Atheist 5 5 68.68 133.74
489 male 21 FALSE Atheist 5 2 129.21 133.36
490 male 22 TRUE Atheist 4 4 179.06 151.91
494 female 22 FALSE Muslim 4 6 71.05 157.67
496 female 22 FALSE Christian 5 8 99.14 148.41
505 female 22 FALSE Atheist 6 3 130.17 153.27
509 male 21 FALSE Atheist 5 10 120.96 57.93
511 male 22 FALSE Muslim 5 5 103.53 105.51
512 female 21 TRUE Muslim 6 6 155.60 196.82
515 female 22 FALSE Christian 5 5 83.70 154.05
516 female 21 FALSE Christian 5 7 122.28 157.69
518 female 22 FALSE Buddhist 4 7 176.21 120.33
521 female 24 FALSE Christian 6 11 63.68 149.23
527 male 22 FALSE Christian 4 8 39.19 145.65
529 male 21 FALSE Atheist 4 7 96.29 148.96
531 male 21 FALSE Atheist 6 6 109.38 123.73
532 female 22 FALSE Atheist 4 7 114.77 87.81
535 female 21 FALSE Muslim 4 7 57.57 75.19
545 male 23 FALSE Christian 4 7 116.73 105.87
548 female 23 FALSE Muslim 5 8 95.42 89.13
551 male 22 FALSE Christian 6 7 103.55 132.58
552 male 22 FALSE Christian 5 3 95.33 163.22
554 male 21 FALSE Atheist 4 8 94.19 103.12
555 male 22 FALSE Christian 4 5 74.65 141.25
559 female 21 FALSE Atheist 4 6 66.11 88.50
560 male 22 FALSE Hindu 6 5 75.12 98.43
561 female 21 TRUE Christian 4 5 106.67 155.18
562 female 23 FALSE Muslim 5 5 73.66 115.78
564 female 22 FALSE Christian 6 8 116.00 76.44
565 male 21 TRUE Christian 6 8 132.09 145.74
566 male 21 FALSE Muslim 6 7 47.74 127.98
568 female 21 FALSE Atheist 5 8 149.11 160.87
570 male 21 FALSE Hindu 5 5 124.25 106.85
575 male 21 FALSE Christian 6 5 47.37 55.07
576 female 23 FALSE Buddhist 5 6 89.80 135.29
580 male 22 FALSE Christian 6 5 77.35 115.54
581 male 21 FALSE Atheist 5 2 125.77 150.66
592 female 22 FALSE Christian 4 9 82.54 120.16
593 male 21 FALSE Christian 4 3 69.96 96.10
595 male 22 TRUE Muslim 6 4 111.63 202.43
596 male 21 FALSE Atheist 6 6 97.47 84.83
597 male 22 FALSE Muslim 5 9 94.60 178.07
598 female 22 FALSE Muslim 6 9 126.54 120.90
599 male 21 FALSE Atheist 4 6 53.85 144.24
602 male 23 FALSE Atheist 6 7 77.58 119.44
620 male 22 FALSE Muslim 4 6 92.06 130.42
622 female 24 FALSE Christian 4 8 148.45 152.12
624 male 21 FALSE Atheist 5 6 82.96 134.43
625 female 22 FALSE Christian 5 7 96.31 118.44
629 male 21 TRUE Hindu 5 5 101.04 176.98
630 male 21 FALSE Christian 5 4 116.88 191.51
635 female 23 FALSE Muslim 4 3 130.98 82.32
639 female 23 FALSE Hindu 5 6 87.52 86.07
640 male 21 FALSE Christian 5 6 125.89 143.95
641 female 22 FALSE Atheist 5 8 91.14 123.37
643 female 22 FALSE Atheist 4 4 46.91 106.18
661 male 22 FALSE Hindu 5 5 86.22 139.35
663 female 22 FALSE Christian 7 8 62.24 145.02
665 male 21 FALSE Atheist 5 6 74.23 88.38
670 female 22 FALSE Muslim 6 4 159.64 125.57
673 female 22 FALSE Christian 6 8 108.18 151.49
674 female 21 FALSE Atheist 6 6 135.35 75.43
677 male 21 FALSE Atheist 6 7 54.35 138.14
681 female 21 FALSE Christian 4 9 34.02 129.76
684 male 24 TRUE Hindu 5 7 137.28 119.34
686 female 21 FALSE Christian 5 3 137.09 86.96
690 female 23 FALSE Buddhist 5 8 99.33 143.58
692 male 21 FALSE Atheist 4 8 83.96 103.69
697 female 21 FALSE Atheist 7 2 144.08 102.98
702 female 24 TRUE Hindu 6 7 152.32 163.54
703 male 22 FALSE Christian 6 7 100.83 132.21
711 male 21 FALSE Christian 5 9 61.30 150.67
717 male 22 TRUE Muslim 6 10 214.55 158.60
718 male 23 TRUE Atheist 4 12 144.83 161.65
719 male 21 FALSE Atheist 6 1 79.54 134.84
720 male 21 FALSE Atheist 4 4 94.86 86.31
721 male 25 FALSE Christian 4 7 54.67 120.05
722 female 21 FALSE Atheist 5 4 101.61 137.69
725 female 23 FALSE Atheist 6 3 88.41 106.25
726 female 22 FALSE Christian 4 9 99.20 112.86
728 male 24 FALSE Buddhist 5 6 85.84 144.50
729 female 22 FALSE Christian 6 5 97.43 106.72
732 female 22 FALSE Atheist 6 9 144.82 102.97
734 female 23 TRUE Muslim 6 7 142.33 146.67
740 male 21 FALSE Atheist 5 8 92.64 128.40
741 male 23 TRUE Muslim 8 7 161.16 196.81
743 female 21 FALSE Christian 6 5 83.85 109.79
744 female 21 FALSE Buddhist 5 8 109.89 115.68
747 male 23 FALSE Hindu 5 7 108.92 165.78
750 male 22 FALSE Atheist 2 7 62.72 137.16
751 male 22 FALSE Muslim 5 5 82.94 160.02
752 male 22 FALSE Atheist 5 5 127.86 173.70
755 male 22 FALSE Atheist 5 5 127.17 117.59
756 male 23 FALSE Christian 4 4 84.50 114.83
757 female 21 FALSE Muslim 5 4 101.05 62.79
759 male 21 FALSE Muslim 4 4 99.36 111.26
760 female 24 FALSE Christian 7 6 59.65 133.33
764 male 22 TRUE Christian 4 6 133.23 165.78
765 male 21 FALSE Atheist 7 7 49.53 91.92
767 female 21 FALSE Muslim 5 4 73.06 83.98
770 male 21 FALSE Atheist 5 6 78.08 134.72
771 female 21 FALSE Christian 3 7 80.43 135.03
773 female 24 FALSE Atheist 5 6 125.94 132.68
775 female 21 FALSE Atheist 3 4 97.92 105.31
779 female 23 FALSE Atheist 4 4 113.39 95.40
782 male 22 FALSE Christian 4 7 110.24 101.53
784 female 22 FALSE Atheist 4 11 135.51 78.35
788 male 21 FALSE Atheist 5 9 79.42 95.03
790 female 27 FALSE Christian 5 4 102.08 155.09
791 female 22 FALSE Atheist 4 5 95.13 155.56
797 female 22 FALSE Atheist 5 5 117.23 90.94
801 male 21 FALSE Hindu 3 8 100.94 110.17
804 female 22 FALSE Atheist 7 9 172.41 121.96
805 female 21 TRUE Hindu 6 6 145.89 162.00
808 female 21 TRUE Christian 5 5 115.62 199.62
809 male 21 FALSE Christian 5 6 90.46 123.97
815 female 21 TRUE Christian 5 7 122.05 210.09
819 female 21 FALSE Christian 4 6 90.68 63.53
820 male 24 FALSE Atheist 4 9 83.36 93.99
822 male 21 FALSE Atheist 5 6 121.61 129.62
823 male 24 FALSE Atheist 4 6 90.22 186.56
829 female 21 FALSE Christian 5 3 89.67 95.43
830 male 21 FALSE Christian 6 7 156.82 154.41
836 female 21 FALSE Buddhist 6 8 112.80 144.42
838 male 22 FALSE Muslim 5 7 135.92 116.66
839 female 22 FALSE Atheist 6 3 107.23 136.77
840 male 24 FALSE Christian 5 6 65.85 152.01
842 male 21 TRUE Christian 5 7 107.63 122.78
843 female 21 FALSE Atheist 5 7 106.32 65.68
845 male 21 FALSE Christian 5 7 87.41 123.13
853 female 22 FALSE Atheist 6 7 95.73 133.74
858 male 21 FALSE Christian 5 8 79.79 172.68
859 male 21 FALSE Atheist 6 7 114.50 146.43
861 male 21 FALSE Hindu 6 7 106.54 59.22
862 female 23 TRUE Buddhist 5 7 108.28 218.72
863 female 23 FALSE Christian 4 8 78.67 120.68
867 female 21 TRUE Christian 6 5 137.67 200.59
868 female 22 FALSE Atheist 4 8 106.76 116.57
871 male 21 FALSE Atheist 3 6 107.75 109.22
872 male 21 FALSE Buddhist 4 7 53.26 172.61
873 male 22 FALSE Christian 5 7 34.81 78.17
874 female 21 FALSE Christian 5 9 131.09 69.04
875 female 21 FALSE Muslim 4 6 119.46 119.64
878 male 21 FALSE Muslim 5 4 80.98 107.14
879 female 21 FALSE Christian 6 4 127.32 148.52
880 female 22 FALSE Hindu 3 5 81.74 87.98
883 male 22 FALSE Buddhist 6 9 93.27 157.88
888 female 21 FALSE Buddhist 5 4 147.17 112.07
893 male 22 FALSE Christian 5 7 103.99 179.40
895 male 25 FALSE Christian 5 6 94.58 78.50
897 male 23 FALSE Muslim 6 8 148.21 109.75
898 female 21 TRUE Christian 4 10 112.56 162.05
900 female 22 FALSE Christian 5 2 146.99 139.73
901 female 22 FALSE Christian 4 7 96.38 85.89
906 male 21 FALSE Atheist 5 7 69.11 99.84
907 male 21 FALSE Christian 5 8 74.01 109.25
908 male 21 FALSE Atheist 6 5 78.58 114.76
910 female 22 FALSE Christian 5 1 88.95 135.38
915 female 21 FALSE Hindu 6 2 75.20 143.44
916 female 22 FALSE Christian 5 5 64.29 99.58
917 male 22 FALSE Christian 5 4 111.78 98.72
918 male 21 TRUE Christian 7 9 147.85 124.14
925 female 22 FALSE Muslim 3 5 71.22 70.53
926 female 21 FALSE Muslim 6 7 95.63 139.54
931 female 23 FALSE Muslim 6 8 120.46 129.96
933 male 23 FALSE Christian 5 10 85.95 77.74
934 female 21 FALSE Atheist 6 8 50.88 151.77
935 female 21 FALSE Hindu 6 6 98.13 133.93
937 male 22 FALSE Buddhist 5 4 118.19 108.26
942 female 21 FALSE Christian 4 6 93.76 98.26
943 male 22 FALSE Hindu 6 7 153.56 116.40
946 male 21 FALSE Muslim 5 5 117.95 144.23
948 female 22 FALSE Muslim 6 4 84.01 88.09
949 male 23 FALSE Atheist 5 8 83.83 165.33
950 male 21 FALSE Atheist 6 8 113.62 208.14
958 male 21 FALSE Muslim 5 2 130.69 133.53
963 female 22 FALSE Atheist 6 11 105.23 134.78
966 male 23 FALSE Atheist 5 3 106.14 91.60
967 female 23 FALSE Christian 4 7 133.57 119.65
970 female 23 TRUE Christian 2 9 115.81 204.02
971 female 21 FALSE Hindu 6 11 92.01 157.38
972 male 24 FALSE Atheist 4 6 111.46 117.53
974 female 22 FALSE Atheist 5 7 54.49 48.28
977 female 24 FALSE Christian 6 7 85.27 107.32
979 male 25 FALSE Atheist 7 4 50.38 93.11
983 female 23 FALSE Christian 6 9 38.54 89.84
985 male 22 FALSE Christian 5 7 105.73 82.18
993 male 23 FALSE Atheist 3 5 106.19 125.65
995 male 21 FALSE Atheist 4 9 104.74 144.54
996 female 21 TRUE Atheist 3 3 98.45 194.72
997 male 21 FALSE Christian 5 6 134.20 118.89
1000 male 23 TRUE Christian 6 6 126.90 159.61

Logical operators & filter

  • The conditions of filter are defined by logical operators
  • The most commonly used operators are pretty self-explanatory: “>” (greater), “<” (smaller), “>=” (greater or equal to), “<=” (smaller or equal to)
  • If we want to test for exact equivalence, we need to use the “==” operator (one “=” throws an error!)
  • Whereas “>”, “>”, “>=”, “<=” work with numeric & integer values only, “==” works with any data type (numeric, integer, character, factor, logical, etc…)

Filter observations equal to

  • For example, if we want to filter for male participants only:
my_data %>%
  filter(gender == 'male') %>%
  knitr::kable()
ID gender age smoker religion cesd1 cesd2 day1_score day2_score
5 male 18 FALSE Christian 5 7 52.98 80.09
7 male 20 FALSE Buddhist 4 6 77.43 125.12
8 male 18 FALSE Muslim 4 5 175.27 135.58
9 male 22 TRUE Christian 5 3 165.36 103.80
10 male 22 FALSE Muslim 5 7 85.21 126.32
11 male 23 FALSE Atheist 4 6 118.40 152.81
12 male 21 FALSE Muslim 5 8 84.83 149.89
13 male 17 FALSE Atheist 6 10 148.70 111.90
15 male 20 FALSE Atheist 4 8 110.39 171.54
16 male 17 FALSE Hindu 5 5 72.64 202.59
18 male 20 FALSE Muslim 4 8 96.71 183.56
19 male 20 TRUE Buddhist 7 7 134.12 185.99
21 male 21 FALSE Christian 4 7 143.04 150.58
23 male 21 FALSE Buddhist 5 6 111.24 88.52
24 male 23 FALSE Atheist 4 4 126.99 125.69
25 male 19 FALSE Christian 3 6 123.28 118.91
27 male 23 FALSE Atheist 4 7 137.96 93.15
28 male 22 FALSE Atheist 3 2 107.26 61.93
31 male 22 FALSE Christian 5 4 52.16 63.97
33 male 19 FALSE Muslim 5 7 66.41 122.85
36 male 23 FALSE Muslim 5 9 92.79 120.22
37 male 17 FALSE Atheist 3 6 135.11 157.39
39 male 20 TRUE Atheist 7 2 131.97 155.71
41 male 21 FALSE Atheist 7 6 112.19 137.80
42 male 22 FALSE Atheist 5 5 128.24 124.88
43 male 20 TRUE Christian 2 7 210.06 170.14
44 male 21 FALSE Atheist 5 5 108.49 125.12
46 male 18 TRUE Buddhist 6 4 95.41 129.15
49 male 21 FALSE Atheist 6 7 182.75 138.37
53 male 20 FALSE Buddhist 4 7 65.83 134.73
54 male 19 FALSE Atheist 3 6 69.39 164.99
56 male 21 TRUE Muslim 6 7 149.16 215.97
57 male 19 FALSE Atheist 4 7 40.03 118.72
58 male 20 FALSE Buddhist 6 6 157.67 118.94
64 male 20 FALSE Christian 5 8 122.93 124.70
69 male 22 FALSE Buddhist 4 7 80.46 100.83
70 male 19 FALSE Christian 5 8 90.44 80.95
71 male 20 FALSE Atheist 4 8 160.32 109.53
72 male 20 FALSE Atheist 5 5 72.31 163.28
74 male 21 FALSE Hindu 3 4 135.84 127.21
75 male 23 FALSE Hindu 4 4 102.17 165.57
76 male 17 FALSE Hindu 6 9 69.95 121.83
78 male 19 TRUE Christian 5 3 126.38 153.36
81 male 20 TRUE Atheist 5 5 71.51 172.36
82 male 21 FALSE Christian 6 6 73.67 131.39
83 male 22 FALSE Buddhist 6 9 126.15 126.60
86 male 20 FALSE Atheist 5 7 99.76 63.64
87 male 20 TRUE Muslim 5 8 100.96 136.56
88 male 19 FALSE Christian 4 8 134.90 88.68
89 male 22 FALSE Buddhist 6 4 87.93 124.11
92 male 21 FALSE Atheist 6 4 117.33 130.21
95 male 22 FALSE Atheist 5 6 135.89 148.06
96 male 18 FALSE Atheist 7 5 107.08 145.94
97 male 17 FALSE Atheist 5 6 120.62 82.49
98 male 20 FALSE Atheist 4 8 141.73 134.26
99 male 19 FALSE Atheist 3 7 111.47 96.94
100 male 17 FALSE Muslim 5 7 85.22 106.98
102 male 23 FALSE Atheist 4 8 132.35 72.30
104 male 20 FALSE Christian 6 11 62.44 110.69
111 male 17 FALSE Hindu 6 4 105.91 90.62
112 male 21 FALSE Hindu 7 6 108.65 135.86
114 male 18 FALSE Muslim 4 2 89.70 159.58
115 male 20 FALSE Christian 4 8 111.57 110.48
117 male 22 FALSE Christian 5 7 61.62 117.63
118 male 22 FALSE Christian 5 7 98.03 151.95
119 male 22 FALSE Atheist 5 4 124.72 143.40
120 male 19 TRUE Atheist 4 7 137.33 140.88
122 male 22 FALSE Atheist 5 4 120.38 100.67
124 male 23 FALSE Christian 4 7 135.39 126.46
127 male 20 FALSE Atheist 4 5 161.32 92.01
128 male 20 FALSE Muslim 5 3 57.59 116.10
132 male 21 FALSE Christian 4 5 140.07 125.11
134 male 22 FALSE Atheist 6 5 119.85 147.60
135 male 26 FALSE Atheist 5 3 139.96 157.96
136 male 17 FALSE Atheist 4 7 77.88 71.96
137 male 21 FALSE Atheist 5 7 7.31 66.54
138 male 22 FALSE Buddhist 7 6 121.14 158.84
141 male 18 FALSE Christian 6 9 77.14 93.93
144 male 17 FALSE Christian 5 7 83.79 149.85
146 male 20 FALSE Atheist 5 10 134.89 126.71
148 male 19 FALSE Atheist 5 5 67.64 54.36
149 male 19 FALSE Muslim 6 9 108.65 101.49
150 male 19 FALSE Muslim 4 4 54.03 85.82
153 male 19 FALSE Christian 6 6 89.02 135.96
155 male 18 FALSE Buddhist 6 3 93.10 105.05
157 male 21 FALSE Buddhist 5 9 67.76 156.29
161 male 19 TRUE Christian 7 8 159.69 191.42
162 male 17 FALSE Atheist 5 5 112.35 121.39
163 male 20 FALSE Atheist 6 6 115.92 149.99
168 male 20 TRUE Atheist 5 10 136.60 132.57
169 male 21 FALSE Atheist 4 7 131.40 159.81
173 male 22 TRUE Christian 5 8 180.55 186.04
175 male 20 FALSE Atheist 6 4 145.12 177.99
176 male 21 FALSE Muslim 5 5 72.84 106.16
179 male 18 FALSE Muslim 4 5 77.49 157.03
180 male 20 FALSE Buddhist 7 9 92.16 141.55
183 male 18 FALSE Christian 5 8 73.91 110.27
184 male 20 FALSE Christian 5 3 134.75 131.55
185 male 17 FALSE Christian 6 6 81.68 117.58
186 male 21 FALSE Atheist 6 8 52.69 141.77
192 male 18 FALSE Atheist 4 5 79.41 132.24
196 male 18 FALSE Atheist 5 3 39.91 106.52
197 male 21 TRUE Hindu 3 6 63.88 138.17
200 male 20 TRUE Christian 7 10 143.58 176.04
201 male 22 FALSE Christian 5 7 129.10 128.51
203 male 21 FALSE Christian 5 5 84.99 92.42
206 male 21 FALSE Muslim 3 8 164.43 96.20
212 male 16 FALSE Christian 6 5 136.77 149.19
214 male 18 TRUE Muslim 6 7 130.49 176.93
217 male 21 FALSE Christian 6 7 141.43 59.41
218 male 20 FALSE Muslim 5 5 189.82 111.98
219 male 23 TRUE Atheist 6 6 131.71 177.85
221 male 20 FALSE Christian 5 6 108.13 134.77
223 male 19 FALSE Atheist 4 6 137.66 73.17
227 male 23 FALSE Buddhist 6 9 77.53 74.13
232 male 21 FALSE Atheist 4 7 110.64 101.38
233 male 19 FALSE Buddhist 5 6 107.29 107.27
234 male 24 FALSE Atheist 6 2 87.81 145.01
235 male 25 FALSE Hindu 4 2 49.27 113.65
236 male 16 FALSE Buddhist 4 8 114.41 128.71
238 male 20 FALSE Christian 5 7 125.49 54.55
239 male 21 FALSE Christian 7 9 96.60 132.10
240 male 22 FALSE Muslim 5 4 145.06 105.34
241 male 20 FALSE Christian 4 0 102.78 148.84
242 male 21 FALSE Atheist 4 5 115.07 161.34
243 male 19 FALSE Christian 5 9 71.80 113.27
247 male 22 FALSE Atheist 5 3 91.69 171.97
249 male 21 FALSE Christian 6 5 104.82 106.33
250 male 19 FALSE Atheist 2 9 105.88 107.38
251 male 22 FALSE Atheist 6 7 108.37 117.53
252 male 22 FALSE Christian 6 5 72.73 127.40
253 male 23 FALSE Atheist 6 11 58.90 108.26
256 male 19 FALSE Hindu 5 8 110.65 91.83
257 male 19 TRUE Christian 6 6 68.42 138.20
259 male 19 FALSE Christian 6 4 131.41 94.88
262 male 21 FALSE Atheist 6 8 93.67 106.40
263 male 25 TRUE Muslim 5 5 142.03 177.20
264 male 20 FALSE Christian 4 7 131.54 24.59
266 male 19 FALSE Muslim 4 5 131.91 131.93
267 male 23 FALSE Buddhist 7 5 128.44 146.81
276 male 22 FALSE Atheist 6 9 118.89 114.38
277 male 19 TRUE Atheist 5 7 61.03 196.52
278 male 18 FALSE Hindu 5 6 106.92 143.63
284 male 18 FALSE Muslim 5 5 121.11 154.84
288 male 18 FALSE Christian 5 7 61.36 115.38
289 male 22 FALSE Christian 7 0 91.97 104.41
293 male 22 FALSE Atheist 6 3 57.49 93.18
296 male 19 FALSE Atheist 5 8 105.39 97.97
297 male 17 TRUE Christian 4 8 179.16 198.67
298 male 20 FALSE Christian 5 6 85.72 162.19
302 male 21 FALSE Christian 4 5 77.80 124.84
303 male 20 FALSE Christian 4 10 75.77 139.76
304 male 18 FALSE Christian 4 7 111.98 126.18
305 male 21 FALSE Muslim 5 6 65.94 97.94
306 male 19 TRUE Buddhist 5 5 97.45 132.14
308 male 18 TRUE Christian 5 6 111.18 178.30
309 male 18 FALSE Christian 5 7 64.97 104.76
311 male 17 FALSE Christian 4 5 99.79 125.08
314 male 20 FALSE Muslim 4 7 60.40 127.59
318 male 14 FALSE Atheist 4 7 116.11 66.94
319 male 22 FALSE Buddhist 5 7 71.91 152.94
322 male 20 FALSE Christian 5 7 68.03 110.52
324 male 20 FALSE Christian 5 5 93.43 113.83
326 male 21 FALSE Christian 6 6 83.91 143.54
327 male 17 FALSE Atheist 4 9 84.61 147.03
328 male 21 FALSE Atheist 5 3 102.81 151.59
331 male 22 FALSE Atheist 7 6 89.23 134.85
332 male 22 FALSE Buddhist 6 8 101.83 88.72
333 male 22 TRUE Christian 4 8 97.57 194.79
334 male 19 FALSE Atheist 4 9 100.58 131.63
337 male 20 FALSE Atheist 5 8 71.55 192.42
338 male 19 FALSE Atheist 5 5 86.98 144.09
339 male 21 FALSE Atheist 5 8 100.55 87.79
340 male 17 FALSE Christian 3 5 45.47 147.40
341 male 20 FALSE Atheist 5 5 79.40 124.87
343 male 20 FALSE Muslim 6 4 47.17 142.98
344 male 22 FALSE Atheist 5 1 97.88 146.69
347 male 17 FALSE Atheist 5 5 32.96 95.38
348 male 16 FALSE Christian 6 6 93.30 94.53
350 male 19 FALSE Hindu 4 6 37.66 102.20
353 male 21 FALSE Christian 4 4 159.12 116.25
354 male 17 TRUE Christian 4 9 156.94 183.62
357 male 20 TRUE Buddhist 5 5 169.94 167.93
358 male 17 FALSE Atheist 4 3 111.83 120.92
360 male 19 FALSE Christian 4 5 81.29 193.59
361 male 19 FALSE Atheist 6 7 46.61 132.21
364 male 18 FALSE Atheist 5 8 156.60 83.54
366 male 19 FALSE Atheist 4 7 110.93 112.08
367 male 19 FALSE Atheist 5 8 87.79 158.36
369 male 22 FALSE Christian 4 8 87.15 85.83
370 male 19 FALSE Muslim 6 5 118.99 112.17
375 male 17 FALSE Christian 6 2 96.38 121.62
378 male 23 TRUE Atheist 4 1 115.60 185.23
380 male 17 TRUE Atheist 4 6 140.94 197.13
381 male 19 FALSE Christian 4 1 131.25 109.49
387 male 22 FALSE Christian 5 6 104.32 159.51
388 male 20 FALSE Atheist 4 7 89.11 99.52
391 male 19 FALSE Atheist 5 8 111.94 100.07
392 male 20 FALSE Buddhist 6 8 119.13 107.15
393 male 19 FALSE Christian 5 8 47.01 137.85
394 male 19 FALSE Christian 5 8 109.71 165.99
395 male 18 TRUE Atheist 4 9 105.74 164.56
399 male 19 FALSE Muslim 5 4 87.84 84.37
401 male 22 FALSE Christian 6 3 73.94 85.04
402 male 21 FALSE Atheist 5 5 121.89 119.49
403 male 23 FALSE Christian 6 5 111.52 127.58
404 male 19 TRUE Atheist 6 6 175.51 139.21
405 male 18 FALSE Buddhist 6 10 88.03 176.88
406 male 24 TRUE Atheist 5 7 157.59 195.12
408 male 19 FALSE Atheist 5 8 88.13 129.22
410 male 21 FALSE Atheist 5 4 109.39 87.80
412 male 17 FALSE Christian 6 8 88.05 135.45
416 male 20 FALSE Buddhist 5 7 105.76 137.74
419 male 21 FALSE Christian 3 3 141.64 180.47
423 male 19 FALSE Atheist 5 7 51.49 154.77
424 male 25 FALSE Buddhist 6 5 99.66 83.35
426 male 20 FALSE Christian 4 2 86.04 50.14
428 male 18 FALSE Atheist 6 6 128.86 92.12
432 male 17 FALSE Christian 5 9 98.52 92.46
434 male 20 FALSE Atheist 4 5 133.02 122.69
437 male 21 FALSE Christian 3 8 58.40 120.36
438 male 18 FALSE Hindu 5 4 146.22 77.75
443 male 19 FALSE Christian 6 6 59.11 108.32
444 male 23 FALSE Buddhist 5 4 97.35 100.22
445 male 24 FALSE Atheist 5 0 133.47 102.65
448 male 23 FALSE Muslim 6 5 121.51 103.29
455 male 19 FALSE Christian 5 8 96.13 129.31
456 male 22 FALSE Muslim 6 7 134.74 103.00
457 male 16 FALSE Atheist 5 9 73.50 54.96
458 male 19 FALSE Buddhist 5 5 139.70 100.91
460 male 25 TRUE Atheist 4 6 102.30 141.42
465 male 21 FALSE Buddhist 3 6 122.52 83.47
466 male 20 FALSE Atheist 6 8 98.95 161.91
467 male 20 FALSE Muslim 5 6 74.27 99.47
470 male 21 FALSE Atheist 5 7 87.33 121.83
471 male 23 FALSE Christian 5 6 87.47 126.43
472 male 22 FALSE Christian 6 6 69.53 115.75
474 male 20 FALSE Buddhist 5 6 128.36 91.80
475 male 22 FALSE Muslim 3 7 166.38 163.85
479 male 23 FALSE Hindu 4 6 90.19 154.31
481 male 19 FALSE Atheist 3 8 90.21 94.10
484 male 17 TRUE Muslim 4 5 117.52 208.36
485 male 18 FALSE Christian 6 6 45.04 120.21
488 male 22 FALSE Atheist 5 5 68.68 133.74
489 male 21 FALSE Atheist 5 2 129.21 133.36
490 male 22 TRUE Atheist 4 4 179.06 151.91
492 male 20 FALSE Atheist 5 9 64.48 101.59
493 male 17 TRUE Muslim 6 2 113.14 197.04
497 male 19 FALSE Christian 6 5 112.14 149.26
499 male 18 FALSE Christian 5 6 62.47 166.04
500 male 20 FALSE Muslim 6 8 63.87 140.04
502 male 20 TRUE Hindu 3 7 90.42 164.39
506 male 17 FALSE Christian 4 8 72.14 160.83
509 male 21 FALSE Atheist 5 10 120.96 57.93
511 male 22 FALSE Muslim 5 5 103.53 105.51
513 male 20 FALSE Christian 7 4 107.24 109.68
514 male 20 FALSE Muslim 5 7 126.18 101.65
520 male 18 FALSE Atheist 3 11 147.82 92.82
522 male 19 FALSE Atheist 6 3 110.13 158.52
524 male 18 FALSE Muslim 6 6 127.66 126.98
527 male 22 FALSE Christian 4 8 39.19 145.65
529 male 21 FALSE Atheist 4 7 96.29 148.96
530 male 18 FALSE Atheist 6 6 129.59 125.87
531 male 21 FALSE Atheist 6 6 109.38 123.73
534 male 18 FALSE Buddhist 6 4 105.11 76.62
536 male 20 FALSE Atheist 4 6 115.26 100.91
537 male 18 FALSE Atheist 5 9 21.95 96.06
545 male 23 FALSE Christian 4 7 116.73 105.87
546 male 18 FALSE Buddhist 5 4 37.22 163.31
550 male 18 FALSE Atheist 3 6 79.82 140.59
551 male 22 FALSE Christian 6 7 103.55 132.58
552 male 22 FALSE Christian 5 3 95.33 163.22
553 male 20 FALSE Muslim 4 7 102.32 161.60
554 male 21 FALSE Atheist 4 8 94.19 103.12
555 male 22 FALSE Christian 4 5 74.65 141.25
560 male 22 FALSE Hindu 6 5 75.12 98.43
565 male 21 TRUE Christian 6 8 132.09 145.74
566 male 21 FALSE Muslim 6 7 47.74 127.98
567 male 20 FALSE Muslim 4 5 136.41 93.16
569 male 16 FALSE Atheist 6 6 72.04 147.75
570 male 21 FALSE Hindu 5 5 124.25 106.85
572 male 19 FALSE Christian 5 6 102.42 109.37
573 male 19 FALSE Christian 4 5 95.71 65.44
574 male 18 FALSE Christian 4 7 115.80 130.22
575 male 21 FALSE Christian 6 5 47.37 55.07
577 male 19 FALSE Muslim 5 7 111.89 108.73
579 male 20 FALSE Muslim 5 2 160.69 137.18
580 male 22 FALSE Christian 6 5 77.35 115.54
581 male 21 FALSE Atheist 5 2 125.77 150.66
583 male 18 FALSE Christian 7 9 132.24 121.21
584 male 17 FALSE Christian 6 8 112.53 136.81
585 male 18 FALSE Muslim 7 7 84.68 130.04
586 male 19 TRUE Muslim 4 10 93.68 154.53
587 male 19 FALSE Atheist 5 5 122.44 131.76
588 male 19 FALSE Hindu 4 6 117.12 91.12
589 male 19 TRUE Atheist 5 7 137.32 185.12
591 male 18 FALSE Muslim 6 5 69.10 185.56
593 male 21 FALSE Christian 4 3 69.96 96.10
594 male 18 FALSE Buddhist 6 5 114.54 112.57
595 male 22 TRUE Muslim 6 4 111.63 202.43
596 male 21 FALSE Atheist 6 6 97.47 84.83
597 male 22 FALSE Muslim 5 9 94.60 178.07
599 male 21 FALSE Atheist 4 6 53.85 144.24
600 male 20 FALSE Atheist 5 4 59.38 108.17
602 male 23 FALSE Atheist 6 7 77.58 119.44
608 male 20 FALSE Atheist 6 8 172.40 98.87
609 male 18 FALSE Atheist 5 9 122.19 141.58
610 male 19 FALSE Atheist 5 3 114.15 101.40
611 male 18 FALSE Hindu 7 8 149.17 105.18
612 male 17 FALSE Buddhist 6 9 110.72 175.37
613 male 20 FALSE Buddhist 3 4 64.20 150.50
619 male 18 FALSE Hindu 5 10 56.77 83.53
620 male 22 FALSE Muslim 4 6 92.06 130.42
624 male 21 FALSE Atheist 5 6 82.96 134.43
627 male 19 FALSE Atheist 5 6 81.58 158.86
629 male 21 TRUE Hindu 5 5 101.04 176.98
630 male 21 FALSE Christian 5 4 116.88 191.51
633 male 18 FALSE Christian 4 4 116.68 170.02
634 male 20 FALSE Christian 4 4 85.77 120.73
636 male 18 TRUE Atheist 6 7 141.38 168.33
637 male 19 FALSE Atheist 6 7 102.46 108.90
638 male 19 TRUE Muslim 6 9 159.24 191.50
640 male 21 FALSE Christian 5 6 125.89 143.95
642 male 20 TRUE Hindu 4 6 132.39 191.07
644 male 18 FALSE Muslim 6 3 43.47 165.34
645 male 20 FALSE Christian 6 7 63.58 108.85
647 male 19 FALSE Atheist 5 6 63.53 154.24
649 male 19 FALSE Atheist 4 6 103.54 134.86
650 male 20 FALSE Atheist 4 6 89.90 117.54
653 male 18 FALSE Christian 6 7 120.36 186.11
654 male 17 FALSE Christian 6 9 140.53 52.42
655 male 19 FALSE Atheist 6 5 80.42 150.51
657 male 20 FALSE Muslim 6 7 173.93 96.69
658 male 18 FALSE Atheist 3 10 95.80 112.72
659 male 18 FALSE Muslim 6 6 98.35 122.55
661 male 22 FALSE Hindu 5 5 86.22 139.35
665 male 21 FALSE Atheist 5 6 74.23 88.38
667 male 18 TRUE Christian 5 6 152.18 144.17
669 male 19 FALSE Muslim 7 5 123.23 153.00
671 male 19 FALSE Atheist 5 9 118.44 84.82
672 male 18 FALSE Christian 6 4 62.62 134.05
676 male 19 FALSE Christian 5 2 127.48 65.14
677 male 21 FALSE Atheist 6 7 54.35 138.14
680 male 20 FALSE Atheist 4 7 94.28 117.26
682 male 18 FALSE Christian 5 4 101.62 155.27
684 male 24 TRUE Hindu 5 7 137.28 119.34
687 male 20 FALSE Atheist 6 3 69.73 109.74
692 male 21 FALSE Atheist 4 8 83.96 103.69
694 male 18 FALSE Atheist 4 8 98.88 171.52
698 male 20 FALSE Christian 5 8 80.00 163.00
699 male 17 FALSE Atheist 5 6 63.97 147.77
703 male 22 FALSE Christian 6 7 100.83 132.21
704 male 19 FALSE Muslim 6 6 135.22 98.82
705 male 17 FALSE Christian 6 6 197.25 129.55
706 male 18 FALSE Atheist 6 3 102.98 102.27
709 male 20 FALSE Atheist 4 5 155.29 124.32
711 male 21 FALSE Christian 5 9 61.30 150.67
713 male 18 FALSE Hindu 5 5 160.12 127.61
715 male 20 FALSE Atheist 5 8 97.58 78.09
717 male 22 TRUE Muslim 6 10 214.55 158.60
718 male 23 TRUE Atheist 4 12 144.83 161.65
719 male 21 FALSE Atheist 6 1 79.54 134.84
720 male 21 FALSE Atheist 4 4 94.86 86.31
721 male 25 FALSE Christian 4 7 54.67 120.05
728 male 24 FALSE Buddhist 5 6 85.84 144.50
731 male 19 FALSE Buddhist 5 3 144.09 149.31
733 male 15 FALSE Christian 3 7 84.15 109.09
737 male 20 FALSE Atheist 5 6 137.41 93.83
738 male 18 FALSE Muslim 6 6 137.91 154.93
740 male 21 FALSE Atheist 5 8 92.64 128.40
741 male 23 TRUE Muslim 8 7 161.16 196.81
742 male 20 FALSE Buddhist 5 10 143.58 135.19
745 male 20 FALSE Atheist 4 4 167.96 68.44
747 male 23 FALSE Hindu 5 7 108.92 165.78
749 male 19 FALSE Atheist 6 8 101.18 121.29
750 male 22 FALSE Atheist 2 7 62.72 137.16
751 male 22 FALSE Muslim 5 5 82.94 160.02
752 male 22 FALSE Atheist 5 5 127.86 173.70
754 male 20 FALSE Christian 5 4 65.43 107.88
755 male 22 FALSE Atheist 5 5 127.17 117.59
756 male 23 FALSE Christian 4 4 84.50 114.83
758 male 20 FALSE Christian 5 7 87.07 120.67
759 male 21 FALSE Muslim 4 4 99.36 111.26
761 male 19 FALSE Christian 6 10 73.60 101.63
762 male 20 FALSE Christian 5 5 115.60 56.97
764 male 22 TRUE Christian 4 6 133.23 165.78
765 male 21 FALSE Atheist 7 7 49.53 91.92
770 male 21 FALSE Atheist 5 6 78.08 134.72
776 male 19 FALSE Muslim 4 6 123.88 143.84
778 male 19 FALSE Atheist 3 6 95.00 164.39
782 male 22 FALSE Christian 4 7 110.24 101.53
783 male 20 FALSE Christian 6 6 91.66 103.69
785 male 20 FALSE Christian 6 7 61.20 91.26
788 male 21 FALSE Atheist 5 9 79.42 95.03
792 male 20 FALSE Christian 4 6 83.23 84.83
793 male 19 FALSE Atheist 4 6 102.72 150.24
794 male 19 FALSE Muslim 6 4 94.58 146.27
795 male 19 FALSE Atheist 5 4 131.68 149.36
796 male 19 FALSE Buddhist 4 6 85.11 140.35
798 male 20 TRUE Atheist 5 10 141.15 199.63
800 male 17 FALSE Atheist 6 7 120.46 123.67
801 male 21 FALSE Hindu 3 8 100.94 110.17
802 male 18 TRUE Atheist 3 7 134.59 152.62
803 male 19 FALSE Muslim 6 8 116.41 119.15
807 male 19 FALSE Atheist 5 6 89.96 137.05
809 male 21 FALSE Christian 5 6 90.46 123.97
813 male 18 TRUE Atheist 5 7 68.92 224.40
816 male 19 FALSE Muslim 4 9 84.71 121.25
818 male 18 TRUE Christian 4 3 107.69 224.05
820 male 24 FALSE Atheist 4 9 83.36 93.99
822 male 21 FALSE Atheist 5 6 121.61 129.62
823 male 24 FALSE Atheist 4 6 90.22 186.56
825 male 20 FALSE Muslim 4 6 40.85 105.63
828 male 18 TRUE Atheist 6 6 133.86 173.82
830 male 21 FALSE Christian 6 7 156.82 154.41
833 male 19 FALSE Atheist 5 4 141.35 132.29
838 male 22 FALSE Muslim 5 7 135.92 116.66
840 male 24 FALSE Christian 5 6 65.85 152.01
842 male 21 TRUE Christian 5 7 107.63 122.78
845 male 21 FALSE Christian 5 7 87.41 123.13
846 male 19 FALSE Christian 4 6 95.32 165.23
849 male 20 FALSE Buddhist 6 7 77.05 86.53
855 male 20 TRUE Atheist 1 7 153.65 185.08
856 male 19 FALSE Christian 4 7 151.35 116.69
857 male 17 FALSE Muslim 5 5 134.10 125.45
858 male 21 FALSE Christian 5 8 79.79 172.68
859 male 21 FALSE Atheist 6 7 114.50 146.43
860 male 19 FALSE Atheist 5 5 150.83 147.78
861 male 21 FALSE Hindu 6 7 106.54 59.22
865 male 20 FALSE Christian 4 8 104.65 124.98
866 male 20 FALSE Atheist 5 7 132.23 111.40
869 male 18 FALSE Christian 4 4 57.20 128.54
870 male 16 FALSE Christian 6 3 93.04 133.63
871 male 21 FALSE Atheist 3 6 107.75 109.22
872 male 21 FALSE Buddhist 4 7 53.26 172.61
873 male 22 FALSE Christian 5 7 34.81 78.17
877 male 20 FALSE Christian 4 5 104.53 99.57
878 male 21 FALSE Muslim 5 4 80.98 107.14
881 male 16 TRUE Atheist 5 7 162.14 159.99
883 male 22 FALSE Buddhist 6 9 93.27 157.88
884 male 15 FALSE Atheist 4 8 93.18 167.13
892 male 19 TRUE Muslim 6 6 88.27 206.51
893 male 22 FALSE Christian 5 7 103.99 179.40
895 male 25 FALSE Christian 5 6 94.58 78.50
896 male 20 FALSE Atheist 4 6 78.24 118.54
897 male 23 FALSE Muslim 6 8 148.21 109.75
899 male 20 FALSE Christian 4 4 73.92 66.43
906 male 21 FALSE Atheist 5 7 69.11 99.84
907 male 21 FALSE Christian 5 8 74.01 109.25
908 male 21 FALSE Atheist 6 5 78.58 114.76
911 male 20 TRUE Christian 6 7 122.12 185.34
912 male 18 TRUE Atheist 5 5 136.27 158.33
913 male 20 FALSE Buddhist 6 5 109.68 112.84
914 male 19 FALSE Christian 6 6 118.23 143.29
917 male 22 FALSE Christian 5 4 111.78 98.72
918 male 21 TRUE Christian 7 9 147.85 124.14
920 male 20 FALSE Atheist 6 7 66.34 152.26
921 male 20 FALSE Muslim 3 6 94.47 122.00
922 male 18 TRUE Atheist 5 7 100.73 148.66
923 male 20 FALSE Atheist 5 4 93.76 121.19
928 male 20 FALSE Hindu 5 8 139.31 99.04
929 male 19 FALSE Christian 4 5 113.23 164.23
932 male 20 FALSE Muslim 4 4 153.60 148.58
933 male 23 FALSE Christian 5 10 85.95 77.74
936 male 18 FALSE Atheist 6 5 109.69 82.75
937 male 22 FALSE Buddhist 5 4 118.19 108.26
938 male 17 FALSE Buddhist 3 4 51.04 158.83
940 male 20 FALSE Atheist 3 1 117.61 135.23
943 male 22 FALSE Hindu 6 7 153.56 116.40
944 male 20 TRUE Atheist 5 7 150.39 184.89
946 male 21 FALSE Muslim 5 5 117.95 144.23
949 male 23 FALSE Atheist 5 8 83.83 165.33
950 male 21 FALSE Atheist 6 8 113.62 208.14
952 male 18 FALSE Muslim 7 4 125.05 133.33
953 male 16 FALSE Muslim 5 7 85.64 104.73
954 male 20 FALSE Christian 4 4 135.03 152.31
956 male 20 FALSE Atheist 5 9 70.25 168.27
958 male 21 FALSE Muslim 5 2 130.69 133.53
959 male 17 FALSE Atheist 5 7 105.18 85.31
964 male 19 TRUE Atheist 6 5 144.74 208.47
966 male 23 FALSE Atheist 5 3 106.14 91.60
969 male 19 FALSE Muslim 5 6 47.42 106.52
972 male 24 FALSE Atheist 4 6 111.46 117.53
976 male 17 FALSE Atheist 4 9 165.12 153.34
978 male 19 FALSE Atheist 5 3 139.83 139.63
979 male 25 FALSE Atheist 7 4 50.38 93.11
982 male 19 FALSE Buddhist 5 7 114.12 156.11
984 male 20 FALSE Atheist 5 5 91.35 169.58
985 male 22 FALSE Christian 5 7 105.73 82.18
986 male 17 FALSE Atheist 5 9 99.73 162.39
987 male 16 FALSE Atheist 3 5 112.73 131.85
988 male 19 FALSE Atheist 8 9 40.72 151.44
990 male 19 FALSE Christian 4 6 84.25 130.13
991 male 17 FALSE Atheist 5 4 70.64 113.32
992 male 19 FALSE Muslim 7 5 115.89 169.65
993 male 23 FALSE Atheist 3 5 106.19 125.65
995 male 21 FALSE Atheist 4 9 104.74 144.54
997 male 21 FALSE Christian 5 6 134.20 118.89
998 male 19 FALSE Muslim 5 6 66.25 95.63
1000 male 23 TRUE Christian 6 6 126.90 159.61

!negation

  • We can negate an equivalence statement with “!=
my_data %>%
  filter(religion != 'Atheist') %>%
  knitr::kable()
ID gender age smoker religion cesd1 cesd2 day1_score day2_score
2 female 21 FALSE Christian 7 3 80.43 151.11
3 female 18 FALSE Buddhist 5 5 113.19 127.61
5 male 18 FALSE Christian 5 7 52.98 80.09
7 male 20 FALSE Buddhist 4 6 77.43 125.12
8 male 18 FALSE Muslim 4 5 175.27 135.58
9 male 22 TRUE Christian 5 3 165.36 103.80
10 male 22 FALSE Muslim 5 7 85.21 126.32
12 male 21 FALSE Muslim 5 8 84.83 149.89
14 female 23 FALSE Muslim 6 7 50.22 47.01
16 male 17 FALSE Hindu 5 5 72.64 202.59
17 female 18 FALSE Hindu 6 4 146.05 84.83
18 male 20 FALSE Muslim 4 8 96.71 183.56
19 male 20 TRUE Buddhist 7 7 134.12 185.99
21 male 21 FALSE Christian 4 7 143.04 150.58
23 male 21 FALSE Buddhist 5 6 111.24 88.52
25 male 19 FALSE Christian 3 6 123.28 118.91
26 female 20 TRUE Christian 6 7 54.57 205.55
31 male 22 FALSE Christian 5 4 52.16 63.97
32 female 20 FALSE Muslim 5 2 77.16 72.29
33 male 19 FALSE Muslim 5 7 66.41 122.85
34 female 21 FALSE Christian 6 7 148.20 95.74
36 male 23 FALSE Muslim 5 9 92.79 120.22
38 female 17 FALSE Buddhist 5 4 72.55 115.91
43 male 20 TRUE Christian 2 7 210.06 170.14
46 male 18 TRUE Buddhist 6 4 95.41 129.15
47 female 18 FALSE Christian 4 3 110.12 163.86
48 female 16 FALSE Christian 5 10 88.88 133.18
51 female 21 FALSE Christian 4 4 92.07 60.44
53 male 20 FALSE Buddhist 4 7 65.83 134.73
55 female 23 FALSE Hindu 6 6 117.74 135.53
56 male 21 TRUE Muslim 6 7 149.16 215.97
58 male 20 FALSE Buddhist 6 6 157.67 118.94
59 female 19 FALSE Christian 6 6 95.95 129.58
60 female 17 FALSE Buddhist 6 -2 73.23 145.52
61 female 22 FALSE Muslim 6 9 93.15 83.01
62 female 23 FALSE Christian 4 9 86.91 136.37
63 female 20 FALSE Muslim 5 5 97.31 144.91
64 male 20 FALSE Christian 5 8 122.93 124.70
67 female 19 FALSE Christian 5 7 92.79 149.08
69 male 22 FALSE Buddhist 4 7 80.46 100.83
70 male 19 FALSE Christian 5 8 90.44 80.95
73 female 22 FALSE Christian 7 8 138.70 147.81
74 male 21 FALSE Hindu 3 4 135.84 127.21
75 male 23 FALSE Hindu 4 4 102.17 165.57
76 male 17 FALSE Hindu 6 9 69.95 121.83
78 male 19 TRUE Christian 5 3 126.38 153.36
79 female 20 FALSE Christian 5 5 73.01 87.35
82 male 21 FALSE Christian 6 6 73.67 131.39
83 male 22 FALSE Buddhist 6 9 126.15 126.60
85 female 22 FALSE Christian 6 7 117.73 125.80
87 male 20 TRUE Muslim 5 8 100.96 136.56
88 male 19 FALSE Christian 4 8 134.90 88.68
89 male 22 FALSE Buddhist 6 4 87.93 124.11
90 female 20 FALSE Christian 6 3 107.79 104.98
91 female 22 FALSE Christian 5 7 123.16 126.82
93 female 22 FALSE Muslim 5 8 145.38 104.74
94 female 17 FALSE Buddhist 6 3 107.31 175.47
100 male 17 FALSE Muslim 5 7 85.22 106.98
101 female 22 TRUE Muslim 4 4 130.90 161.05
103 female 17 FALSE Christian 5 5 66.40 76.85
104 male 20 FALSE Christian 6 11 62.44 110.69
105 female 19 FALSE Buddhist 4 5 153.16 112.83
106 female 21 FALSE Christian 4 8 75.24 140.41
107 female 18 FALSE Muslim 6 5 92.17 64.63
111 male 17 FALSE Hindu 6 4 105.91 90.62
112 male 21 FALSE Hindu 7 6 108.65 135.86
113 female 21 FALSE Muslim 4 6 103.72 90.08
114 male 18 FALSE Muslim 4 2 89.70 159.58
115 male 20 FALSE Christian 4 8 111.57 110.48
117 male 22 FALSE Christian 5 7 61.62 117.63
118 male 22 FALSE Christian 5 7 98.03 151.95
121 female 20 FALSE Buddhist 5 4 81.16 139.67
123 female 17 FALSE Christian 4 6 153.00 105.73
124 male 23 FALSE Christian 4 7 135.39 126.46
125 female 20 FALSE Hindu 5 7 106.24 145.93
126 female 20 FALSE Christian 5 6 99.23 148.96
128 male 20 FALSE Muslim 5 3 57.59 116.10
129 female 21 FALSE Muslim 3 7 96.10 162.80
130 female 18 FALSE Muslim 6 7 52.17 163.15
132 male 21 FALSE Christian 4 5 140.07 125.11
133 female 22 TRUE Buddhist 6 7 161.87 190.00
138 male 22 FALSE Buddhist 7 6 121.14 158.84
139 female 17 FALSE Muslim 4 7 100.27 179.95
141 male 18 FALSE Christian 6 9 77.14 93.93
142 female 20 FALSE Hindu 5 7 78.64 126.27
143 female 20 FALSE Christian 6 6 113.94 142.17
144 male 17 FALSE Christian 5 7 83.79 149.85
147 female 23 FALSE Muslim 6 7 94.62 156.38
149 male 19 FALSE Muslim 6 9 108.65 101.49
150 male 19 FALSE Muslim 4 4 54.03 85.82
152 female 22 FALSE Muslim 6 4 21.75 107.34
153 male 19 FALSE Christian 6 6 89.02 135.96
155 male 18 FALSE Buddhist 6 3 93.10 105.05
157 male 21 FALSE Buddhist 5 9 67.76 156.29
158 female 18 FALSE Christian 5 7 90.71 107.60
160 female 18 FALSE Christian 5 4 96.84 75.43
161 male 19 TRUE Christian 7 8 159.69 191.42
167 female 18 FALSE Christian 5 9 64.54 95.62
171 female 22 FALSE Hindu 5 3 131.93 101.20
172 female 23 FALSE Muslim 5 9 64.77 67.07
173 male 22 TRUE Christian 5 8 180.55 186.04
174 female 20 FALSE Christian 5 5 103.79 65.54
176 male 21 FALSE Muslim 5 5 72.84 106.16
179 male 18 FALSE Muslim 4 5 77.49 157.03
180 male 20 FALSE Buddhist 7 9 92.16 141.55
182 female 20 TRUE Muslim 6 7 136.89 139.30
183 male 18 FALSE Christian 5 8 73.91 110.27
184 male 20 FALSE Christian 5 3 134.75 131.55
185 male 17 FALSE Christian 6 6 81.68 117.58
187 female 19 FALSE Hindu 6 7 95.69 115.51
188 female 19 FALSE Christian 4 7 48.89 99.43
189 female 19 FALSE Hindu 7 5 74.61 118.28
190 female 18 FALSE Muslim 4 5 130.69 89.22
194 female 19 FALSE Christian 6 9 129.94 102.30
195 female 19 FALSE Buddhist 5 6 75.31 82.62
197 male 21 TRUE Hindu 3 6 63.88 138.17
198 female 22 FALSE Christian 7 7 82.12 146.93
200 male 20 TRUE Christian 7 10 143.58 176.04
201 male 22 FALSE Christian 5 7 129.10 128.51
202 female 18 FALSE Muslim 4 7 109.66 144.83
203 male 21 FALSE Christian 5 5 84.99 92.42
204 female 22 FALSE Hindu 3 4 43.84 110.26
205 female 23 FALSE Christian 5 5 93.12 131.95
206 male 21 FALSE Muslim 3 8 164.43 96.20
208 female 24 TRUE Hindu 5 7 111.18 87.74
209 female 23 FALSE Buddhist 5 9 149.63 41.91
212 male 16 FALSE Christian 6 5 136.77 149.19
213 female 21 FALSE Muslim 5 3 101.63 120.73
214 male 18 TRUE Muslim 6 7 130.49 176.93
215 female 22 TRUE Muslim 6 6 138.01 181.24
216 female 18 FALSE Christian 5 10 90.66 87.57
217 male 21 FALSE Christian 6 7 141.43 59.41
218 male 20 FALSE Muslim 5 5 189.82 111.98
220 female 21 FALSE Muslim 6 7 92.03 146.88
221 male 20 FALSE Christian 5 6 108.13 134.77
222 female 21 FALSE Muslim 7 4 98.67 109.24
227 male 23 FALSE Buddhist 6 9 77.53 74.13
233 male 19 FALSE Buddhist 5 6 107.29 107.27
235 male 25 FALSE Hindu 4 2 49.27 113.65
236 male 16 FALSE Buddhist 4 8 114.41 128.71
237 female 22 TRUE Christian 5 4 118.15 164.99
238 male 20 FALSE Christian 5 7 125.49 54.55
239 male 21 FALSE Christian 7 9 96.60 132.10
240 male 22 FALSE Muslim 5 4 145.06 105.34
241 male 20 FALSE Christian 4 0 102.78 148.84
243 male 19 FALSE Christian 5 9 71.80 113.27
244 female 22 FALSE Buddhist 6 4 14.34 132.84
249 male 21 FALSE Christian 6 5 104.82 106.33
252 male 22 FALSE Christian 6 5 72.73 127.40
256 male 19 FALSE Hindu 5 8 110.65 91.83
257 male 19 TRUE Christian 6 6 68.42 138.20
258 female 21 FALSE Muslim 4 3 120.32 148.52
259 male 19 FALSE Christian 6 4 131.41 94.88
260 female 20 FALSE Hindu 6 2 114.64 122.20
261 female 22 FALSE Christian 5 5 79.85 163.71
263 male 25 TRUE Muslim 5 5 142.03 177.20
264 male 20 FALSE Christian 4 7 131.54 24.59
266 male 19 FALSE Muslim 4 5 131.91 131.93
267 male 23 FALSE Buddhist 7 5 128.44 146.81
268 female 19 FALSE Hindu 5 6 96.56 84.17
270 female 19 FALSE Muslim 4 7 154.24 139.24
271 female 21 FALSE Hindu 5 4 171.57 134.30
272 female 24 FALSE Christian 2 4 40.37 113.40
273 female 23 FALSE Muslim 5 8 39.60 107.79
274 female 18 FALSE Christian 4 9 90.57 79.84
275 female 23 FALSE Buddhist 5 6 121.59 66.12
278 male 18 FALSE Hindu 5 6 106.92 143.63
279 female 17 FALSE Muslim 4 5 115.17 107.63
283 female 19 FALSE Christian 4 5 69.43 64.26
284 male 18 FALSE Muslim 5 5 121.11 154.84
288 male 18 FALSE Christian 5 7 61.36 115.38
289 male 22 FALSE Christian 7 0 91.97 104.41
290 female 18 FALSE Christian 4 8 87.66 94.41
292 female 23 FALSE Muslim 6 9 67.01 110.91
294 female 20 FALSE Christian 4 9 91.22 142.14
295 female 17 TRUE Christian 5 4 124.08 228.90
297 male 17 TRUE Christian 4 8 179.16 198.67
298 male 20 FALSE Christian 5 6 85.72 162.19
299 female 20 FALSE Muslim 6 4 119.23 118.62
301 female 18 FALSE Buddhist 6 6 120.94 126.09
302 male 21 FALSE Christian 4 5 77.80 124.84
303 male 20 FALSE Christian 4 10 75.77 139.76
304 male 18 FALSE Christian 4 7 111.98 126.18
305 male 21 FALSE Muslim 5 6 65.94 97.94
306 male 19 TRUE Buddhist 5 5 97.45 132.14
307 female 23 FALSE Buddhist 3 4 158.23 97.93
308 male 18 TRUE Christian 5 6 111.18 178.30
309 male 18 FALSE Christian 5 7 64.97 104.76
310 female 22 FALSE Christian 6 5 149.65 124.69
311 male 17 FALSE Christian 4 5 99.79 125.08
313 female 21 FALSE Muslim 6 6 63.09 136.65
314 male 20 FALSE Muslim 4 7 60.40 127.59
315 female 21 FALSE Christian 6 6 118.64 72.26
316 female 17 FALSE Buddhist 4 6 107.20 122.03
317 female 21 FALSE Christian 4 8 93.48 144.45
319 male 22 FALSE Buddhist 5 7 71.91 152.94
320 female 19 FALSE Christian 5 8 130.65 117.69
322 male 20 FALSE Christian 5 7 68.03 110.52
324 male 20 FALSE Christian 5 5 93.43 113.83
326 male 21 FALSE Christian 6 6 83.91 143.54
329 female 21 FALSE Christian 5 7 111.62 86.29
330 female 18 FALSE Christian 7 7 150.27 117.08
332 male 22 FALSE Buddhist 6 8 101.83 88.72
333 male 22 TRUE Christian 4 8 97.57 194.79
335 female 14 FALSE Christian 5 5 74.45 160.76
336 female 20 FALSE Christian 5 7 105.90 125.14
340 male 17 FALSE Christian 3 5 45.47 147.40
343 male 20 FALSE Muslim 6 4 47.17 142.98
345 female 19 FALSE Muslim 4 5 127.47 97.79
346 female 19 TRUE Christian 5 5 165.56 172.28
348 male 16 FALSE Christian 6 6 93.30 94.53
349 female 21 FALSE Buddhist 6 2 75.39 113.10
350 male 19 FALSE Hindu 4 6 37.66 102.20
352 female 21 TRUE Christian 5 8 174.12 177.64
353 male 21 FALSE Christian 4 4 159.12 116.25
354 male 17 TRUE Christian 4 9 156.94 183.62
355 female 22 FALSE Hindu 4 3 131.62 86.56
356 female 18 FALSE Buddhist 5 6 74.32 129.52
357 male 20 TRUE Buddhist 5 5 169.94 167.93
359 female 19 FALSE Christian 6 3 87.21 138.41
360 male 19 FALSE Christian 4 5 81.29 193.59
362 female 19 TRUE Buddhist 4 0 113.03 139.71
369 male 22 FALSE Christian 4 8 87.15 85.83
370 male 19 FALSE Muslim 6 5 118.99 112.17
371 female 16 FALSE Buddhist 4 5 80.03 150.03
372 female 22 FALSE Buddhist 5 5 135.96 45.79
373 female 21 FALSE Christian 6 11 87.24 114.97
375 male 17 FALSE Christian 6 2 96.38 121.62
377 female 16 FALSE Christian 3 6 111.26 167.71
381 male 19 FALSE Christian 4 1 131.25 109.49
382 female 20 FALSE Muslim 6 2 77.44 120.26
384 female 24 FALSE Christian 6 5 57.33 157.36
385 female 21 FALSE Muslim 6 4 75.62 109.96
387 male 22 FALSE Christian 5 6 104.32 159.51
392 male 20 FALSE Buddhist 6 8 119.13 107.15
393 male 19 FALSE Christian 5 8 47.01 137.85
394 male 19 FALSE Christian 5 8 109.71 165.99
397 female 20 FALSE Christian 3 6 141.54 151.93
398 female 20 FALSE Hindu 5 8 121.77 94.47
399 male 19 FALSE Muslim 5 4 87.84 84.37
400 female 17 FALSE Christian 5 8 70.93 110.69
401 male 22 FALSE Christian 6 3 73.94 85.04
403 male 23 FALSE Christian 6 5 111.52 127.58
405 male 18 FALSE Buddhist 6 10 88.03 176.88
411 female 21 FALSE Christian 5 4 109.82 141.08
412 male 17 FALSE Christian 6 8 88.05 135.45
414 female 20 FALSE Muslim 7 9 202.06 90.74
415 female 18 TRUE Hindu 5 2 131.47 145.42
416 male 20 FALSE Buddhist 5 7 105.76 137.74
418 female 22 TRUE Hindu 5 6 133.45 149.56
419 male 21 FALSE Christian 3 3 141.64 180.47
421 female 20 FALSE Buddhist 6 5 87.77 81.47
424 male 25 FALSE Buddhist 6 5 99.66 83.35
426 male 20 FALSE Christian 4 2 86.04 50.14
429 female 18 FALSE Hindu 6 7 107.21 159.86
432 male 17 FALSE Christian 5 9 98.52 92.46
435 female 19 FALSE Muslim 4 6 79.44 167.49
436 female 17 FALSE Christian 4 7 116.62 184.12
437 male 21 FALSE Christian 3 8 58.40 120.36
438 male 18 FALSE Hindu 5 4 146.22 77.75
439 female 21 FALSE Christian 6 4 60.58 160.06
441 female 20 FALSE Christian 4 4 123.26 100.27
442 female 18 FALSE Christian 6 8 122.85 151.42
443 male 19 FALSE Christian 6 6 59.11 108.32
444 male 23 FALSE Buddhist 5 4 97.35 100.22
448 male 23 FALSE Muslim 6 5 121.51 103.29
451 female 19 FALSE Muslim 4 7 139.84 90.67
455 male 19 FALSE Christian 5 8 96.13 129.31
456 male 22 FALSE Muslim 6 7 134.74 103.00
458 male 19 FALSE Buddhist 5 5 139.70 100.91
459 female 22 FALSE Buddhist 5 2 136.03 120.68
462 female 20 FALSE Buddhist 4 3 143.29 120.51
464 female 20 FALSE Buddhist 6 6 112.76 135.78
465 male 21 FALSE Buddhist 3 6 122.52 83.47
467 male 20 FALSE Muslim 5 6 74.27 99.47
468 female 19 FALSE Muslim 6 7 106.76 78.89
469 female 20 FALSE Christian 6 6 109.06 184.76
471 male 23 FALSE Christian 5 6 87.47 126.43
472 male 22 FALSE Christian 6 6 69.53 115.75
473 female 16 FALSE Buddhist 4 5 71.45 144.12
474 male 20 FALSE Buddhist 5 6 128.36 91.80
475 male 22 FALSE Muslim 3 7 166.38 163.85
477 female 22 FALSE Hindu 4 2 99.89 119.30
479 male 23 FALSE Hindu 4 6 90.19 154.31
480 female 22 FALSE Christian 3 5 65.21 140.45
483 female 18 FALSE Muslim 4 8 38.04 132.18
484 male 17 TRUE Muslim 4 5 117.52 208.36
485 male 18 FALSE Christian 6 6 45.04 120.21
487 female 17 FALSE Buddhist 5 8 140.71 138.19
493 male 17 TRUE Muslim 6 2 113.14 197.04
494 female 22 FALSE Muslim 4 6 71.05 157.67
495 female 18 FALSE Hindu 5 5 67.10 117.90
496 female 22 FALSE Christian 5 8 99.14 148.41
497 male 19 FALSE Christian 6 5 112.14 149.26
498 female 20 FALSE Christian 5 4 90.54 154.60
499 male 18 FALSE Christian 5 6 62.47 166.04
500 male 20 FALSE Muslim 6 8 63.87 140.04
502 male 20 TRUE Hindu 3 7 90.42 164.39
506 male 17 FALSE Christian 4 8 72.14 160.83
507 female 18 FALSE Hindu 4 8 93.97 74.64
510 female 20 FALSE Christian 6 1 103.37 54.48
511 male 22 FALSE Muslim 5 5 103.53 105.51
512 female 21 TRUE Muslim 6 6 155.60 196.82
513 male 20 FALSE Christian 7 4 107.24 109.68
514 male 20 FALSE Muslim 5 7 126.18 101.65
515 female 22 FALSE Christian 5 5 83.70 154.05
516 female 21 FALSE Christian 5 7 122.28 157.69
518 female 22 FALSE Buddhist 4 7 176.21 120.33
519 female 18 FALSE Muslim 4 6 61.05 126.77
521 female 24 FALSE Christian 6 11 63.68 149.23
524 male 18 FALSE Muslim 6 6 127.66 126.98
525 female 20 FALSE Christian 4 5 139.43 118.71
526 female 20 FALSE Muslim 4 9 92.90 127.21
527 male 22 FALSE Christian 4 8 39.19 145.65
528 female 17 FALSE Christian 5 7 138.81 95.41
533 female 18 TRUE Muslim 6 6 91.74 156.45
534 male 18 FALSE Buddhist 6 4 105.11 76.62
535 female 21 FALSE Muslim 4 7 57.57 75.19
538 female 20 FALSE Christian 5 2 22.45 148.58
539 female 17 FALSE Muslim 5 6 55.03 186.05
540 female 15 FALSE Christian 5 7 114.59 116.28
541 female 18 FALSE Christian 5 5 121.15 115.59
542 female 17 FALSE Christian 4 8 69.02 69.21
543 female 14 FALSE Christian 5 6 96.03 110.18
545 male 23 FALSE Christian 4 7 116.73 105.87
546 male 18 FALSE Buddhist 5 4 37.22 163.31
547 female 17 FALSE Christian 6 5 99.33 126.82
548 female 23 FALSE Muslim 5 8 95.42 89.13
551 male 22 FALSE Christian 6 7 103.55 132.58
552 male 22 FALSE Christian 5 3 95.33 163.22
553 male 20 FALSE Muslim 4 7 102.32 161.60
555 male 22 FALSE Christian 4 5 74.65 141.25
556 female 19 FALSE Christian 6 10 147.64 135.42
557 female 19 FALSE Buddhist 4 4 83.92 122.62
558 female 20 FALSE Hindu 3 6 74.85 114.62
560 male 22 FALSE Hindu 6 5 75.12 98.43
561 female 21 TRUE Christian 4 5 106.67 155.18
562 female 23 FALSE Muslim 5 5 73.66 115.78
563 female 18 FALSE Christian 7 3 136.25 117.72
564 female 22 FALSE Christian 6 8 116.00 76.44
565 male 21 TRUE Christian 6 8 132.09 145.74
566 male 21 FALSE Muslim 6 7 47.74 127.98
567 male 20 FALSE Muslim 4 5 136.41 93.16
570 male 21 FALSE Hindu 5 5 124.25 106.85
572 male 19 FALSE Christian 5 6 102.42 109.37
573 male 19 FALSE Christian 4 5 95.71 65.44
574 male 18 FALSE Christian 4 7 115.80 130.22
575 male 21 FALSE Christian 6 5 47.37 55.07
576 female 23 FALSE Buddhist 5 6 89.80 135.29
577 male 19 FALSE Muslim 5 7 111.89 108.73
579 male 20 FALSE Muslim 5 2 160.69 137.18
580 male 22 FALSE Christian 6 5 77.35 115.54
582 female 17 FALSE Christian 7 5 114.57 169.00
583 male 18 FALSE Christian 7 9 132.24 121.21
584 male 17 FALSE Christian 6 8 112.53 136.81
585 male 18 FALSE Muslim 7 7 84.68 130.04
586 male 19 TRUE Muslim 4 10 93.68 154.53
588 male 19 FALSE Hindu 4 6 117.12 91.12
590 female 20 FALSE Hindu 6 7 115.91 84.93
591 male 18 FALSE Muslim 6 5 69.10 185.56
592 female 22 FALSE Christian 4 9 82.54 120.16
593 male 21 FALSE Christian 4 3 69.96 96.10
594 male 18 FALSE Buddhist 6 5 114.54 112.57
595 male 22 TRUE Muslim 6 4 111.63 202.43
597 male 22 FALSE Muslim 5 9 94.60 178.07
598 female 22 FALSE Muslim 6 9 126.54 120.90
604 female 16 FALSE Christian 4 6 91.10 191.52
611 male 18 FALSE Hindu 7 8 149.17 105.18
612 male 17 FALSE Buddhist 6 9 110.72 175.37
613 male 20 FALSE Buddhist 3 4 64.20 150.50
614 female 17 FALSE Christian 5 6 125.64 110.23
615 female 18 FALSE Christian 4 7 125.21 140.20
616 female 18 FALSE Christian 5 9 124.33 119.84
619 male 18 FALSE Hindu 5 10 56.77 83.53
620 male 22 FALSE Muslim 4 6 92.06 130.42
622 female 24 FALSE Christian 4 8 148.45 152.12
625 female 22 FALSE Christian 5 7 96.31 118.44
628 female 20 FALSE Muslim 6 7 95.23 128.59
629 male 21 TRUE Hindu 5 5 101.04 176.98
630 male 21 FALSE Christian 5 4 116.88 191.51
633 male 18 FALSE Christian 4 4 116.68 170.02
634 male 20 FALSE Christian 4 4 85.77 120.73
635 female 23 FALSE Muslim 4 3 130.98 82.32
638 male 19 TRUE Muslim 6 9 159.24 191.50
639 female 23 FALSE Hindu 5 6 87.52 86.07
640 male 21 FALSE Christian 5 6 125.89 143.95
642 male 20 TRUE Hindu 4 6 132.39 191.07
644 male 18 FALSE Muslim 6 3 43.47 165.34
645 male 20 FALSE Christian 6 7 63.58 108.85
648 female 17 FALSE Muslim 4 7 123.02 174.21
653 male 18 FALSE Christian 6 7 120.36 186.11
654 male 17 FALSE Christian 6 9 140.53 52.42
657 male 20 FALSE Muslim 6 7 173.93 96.69
659 male 18 FALSE Muslim 6 6 98.35 122.55
661 male 22 FALSE Hindu 5 5 86.22 139.35
663 female 22 FALSE Christian 7 8 62.24 145.02
664 female 19 FALSE Christian 4 7 99.64 132.87
666 female 16 FALSE Muslim 3 9 91.14 121.99
667 male 18 TRUE Christian 5 6 152.18 144.17
668 female 19 FALSE Muslim 6 7 120.19 170.43
669 male 19 FALSE Muslim 7 5 123.23 153.00
670 female 22 FALSE Muslim 6 4 159.64 125.57
672 male 18 FALSE Christian 6 4 62.62 134.05
673 female 22 FALSE Christian 6 8 108.18 151.49
676 male 19 FALSE Christian 5 2 127.48 65.14
678 female 16 FALSE Christian 2 1 118.50 83.16
679 female 19 TRUE Christian 5 9 165.73 151.25
681 female 21 FALSE Christian 4 9 34.02 129.76
682 male 18 FALSE Christian 5 4 101.62 155.27
683 female 18 FALSE Christian 5 6 103.77 131.83
684 male 24 TRUE Hindu 5 7 137.28 119.34
686 female 21 FALSE Christian 5 3 137.09 86.96
688 female 17 FALSE Christian 3 8 117.23 91.96
690 female 23 FALSE Buddhist 5 8 99.33 143.58
696 female 19 FALSE Christian 4 4 124.61 64.58
698 male 20 FALSE Christian 5 8 80.00 163.00
700 female 20 FALSE Buddhist 5 8 131.43 112.35
701 female 19 FALSE Christian 5 9 52.13 103.94
702 female 24 TRUE Hindu 6 7 152.32 163.54
703 male 22 FALSE Christian 6 7 100.83 132.21
704 male 19 FALSE Muslim 6 6 135.22 98.82
705 male 17 FALSE Christian 6 6 197.25 129.55
707 female 17 FALSE Muslim 5 6 87.45 128.03
708 female 19 FALSE Christian 4 7 59.39 119.91
711 male 21 FALSE Christian 5 9 61.30 150.67
713 male 18 FALSE Hindu 5 5 160.12 127.61
716 female 18 TRUE Muslim 4 6 164.08 183.73
717 male 22 TRUE Muslim 6 10 214.55 158.60
721 male 25 FALSE Christian 4 7 54.67 120.05
723 female 19 FALSE Muslim 4 8 121.33 115.74
726 female 22 FALSE Christian 4 9 99.20 112.86
728 male 24 FALSE Buddhist 5 6 85.84 144.50
729 female 22 FALSE Christian 6 5 97.43 106.72
730 female 17 FALSE Buddhist 6 5 118.06 143.44
731 male 19 FALSE Buddhist 5 3 144.09 149.31
733 male 15 FALSE Christian 3 7 84.15 109.09
734 female 23 TRUE Muslim 6 7 142.33 146.67
736 female 19 FALSE Muslim 4 8 118.35 98.80
738 male 18 FALSE Muslim 6 6 137.91 154.93
739 female 17 FALSE Buddhist 5 7 95.04 169.12
741 male 23 TRUE Muslim 8 7 161.16 196.81
742 male 20 FALSE Buddhist 5 10 143.58 135.19
743 female 21 FALSE Christian 6 5 83.85 109.79
744 female 21 FALSE Buddhist 5 8 109.89 115.68
747 male 23 FALSE Hindu 5 7 108.92 165.78
748 female 19 TRUE Hindu 7 6 132.13 161.02
751 male 22 FALSE Muslim 5 5 82.94 160.02
753 female 19 FALSE Muslim 3 4 79.07 74.04
754 male 20 FALSE Christian 5 4 65.43 107.88
756 male 23 FALSE Christian 4 4 84.50 114.83
757 female 21 FALSE Muslim 5 4 101.05 62.79
758 male 20 FALSE Christian 5 7 87.07 120.67
759 male 21 FALSE Muslim 4 4 99.36 111.26
760 female 24 FALSE Christian 7 6 59.65 133.33
761 male 19 FALSE Christian 6 10 73.60 101.63
762 male 20 FALSE Christian 5 5 115.60 56.97
763 female 19 FALSE Christian 5 4 86.47 135.80
764 male 22 TRUE Christian 4 6 133.23 165.78
766 female 19 FALSE Buddhist 6 6 113.09 113.26
767 female 21 FALSE Muslim 5 4 73.06 83.98
768 female 18 FALSE Muslim 5 7 112.75 179.57
771 female 21 FALSE Christian 3 7 80.43 135.03
772 female 18 TRUE Christian 4 9 144.92 223.52
776 male 19 FALSE Muslim 4 6 123.88 143.84
777 female 18 FALSE Muslim 5 7 97.47 110.03
780 female 19 TRUE Buddhist 5 7 120.25 180.38
781 female 20 FALSE Christian 1 6 51.98 140.30
782 male 22 FALSE Christian 4 7 110.24 101.53
783 male 20 FALSE Christian 6 6 91.66 103.69
785 male 20 FALSE Christian 6 7 61.20 91.26
786 female 19 FALSE Christian 6 12 105.66 119.75
787 female 18 FALSE Christian 3 7 113.20 88.45
790 female 27 FALSE Christian 5 4 102.08 155.09
792 male 20 FALSE Christian 4 6 83.23 84.83
794 male 19 FALSE Muslim 6 4 94.58 146.27
796 male 19 FALSE Buddhist 4 6 85.11 140.35
799 female 18 FALSE Hindu 6 6 103.91 128.92
801 male 21 FALSE Hindu 3 8 100.94 110.17
803 male 19 FALSE Muslim 6 8 116.41 119.15
805 female 21 TRUE Hindu 6 6 145.89 162.00
808 female 21 TRUE Christian 5 5 115.62 199.62
809 male 21 FALSE Christian 5 6 90.46 123.97
811 female 18 FALSE Muslim 5 5 122.27 84.32
814 female 20 TRUE Christian 4 3 201.10 146.26
815 female 21 TRUE Christian 5 7 122.05 210.09
816 male 19 FALSE Muslim 4 9 84.71 121.25
817 female 18 FALSE Christian 8 1 55.96 94.96
818 male 18 TRUE Christian 4 3 107.69 224.05
819 female 21 FALSE Christian 4 6 90.68 63.53
821 female 20 FALSE Christian 6 5 155.02 85.84
824 female 18 FALSE Christian 5 5 85.60 86.81
825 male 20 FALSE Muslim 4 6 40.85 105.63
827 female 19 FALSE Christian 7 8 140.84 157.94
829 female 21 FALSE Christian 5 3 89.67 95.43
830 male 21 FALSE Christian 6 7 156.82 154.41
831 female 18 FALSE Buddhist 6 4 92.74 135.83
835 female 20 FALSE Christian 4 5 97.96 95.97
836 female 21 FALSE Buddhist 6 8 112.80 144.42
838 male 22 FALSE Muslim 5 7 135.92 116.66
840 male 24 FALSE Christian 5 6 65.85 152.01
842 male 21 TRUE Christian 5 7 107.63 122.78
845 male 21 FALSE Christian 5 7 87.41 123.13
846 male 19 FALSE Christian 4 6 95.32 165.23
849 male 20 FALSE Buddhist 6 7 77.05 86.53
850 female 19 FALSE Christian 5 6 117.23 63.28
851 female 18 FALSE Christian 4 3 111.44 117.28
852 female 19 FALSE Christian 3 4 100.28 103.78
856 male 19 FALSE Christian 4 7 151.35 116.69
857 male 17 FALSE Muslim 5 5 134.10 125.45
858 male 21 FALSE Christian 5 8 79.79 172.68
861 male 21 FALSE Hindu 6 7 106.54 59.22
862 female 23 TRUE Buddhist 5 7 108.28 218.72
863 female 23 FALSE Christian 4 8 78.67 120.68
865 male 20 FALSE Christian 4 8 104.65 124.98
867 female 21 TRUE Christian 6 5 137.67 200.59
869 male 18 FALSE Christian 4 4 57.20 128.54
870 male 16 FALSE Christian 6 3 93.04 133.63
872 male 21 FALSE Buddhist 4 7 53.26 172.61
873 male 22 FALSE Christian 5 7 34.81 78.17
874 female 21 FALSE Christian 5 9 131.09 69.04
875 female 21 FALSE Muslim 4 6 119.46 119.64
876 female 20 FALSE Christian 5 9 32.37 101.42
877 male 20 FALSE Christian 4 5 104.53 99.57
878 male 21 FALSE Muslim 5 4 80.98 107.14
879 female 21 FALSE Christian 6 4 127.32 148.52
880 female 22 FALSE Hindu 3 5 81.74 87.98
882 female 20 FALSE Christian 7 5 94.35 119.48
883 male 22 FALSE Buddhist 6 9 93.27 157.88
885 female 19 FALSE Muslim 4 7 61.09 90.38
886 female 17 FALSE Christian 6 6 131.72 120.68
887 female 16 FALSE Christian 5 8 110.38 97.85
888 female 21 FALSE Buddhist 5 4 147.17 112.07
890 female 18 FALSE Muslim 6 7 85.10 105.04
891 female 19 TRUE Christian 5 4 156.05 159.73
892 male 19 TRUE Muslim 6 6 88.27 206.51
893 male 22 FALSE Christian 5 7 103.99 179.40
894 female 20 FALSE Christian 6 1 105.11 153.17
895 male 25 FALSE Christian 5 6 94.58 78.50
897 male 23 FALSE Muslim 6 8 148.21 109.75
898 female 21 TRUE Christian 4 10 112.56 162.05
899 male 20 FALSE Christian 4 4 73.92 66.43
900 female 22 FALSE Christian 5 2 146.99 139.73
901 female 22 FALSE Christian 4 7 96.38 85.89
903 female 19 FALSE Muslim 6 5 92.33 130.20
904 female 19 FALSE Buddhist 4 6 89.50 61.91
905 female 19 FALSE Christian 4 5 77.16 151.04
907 male 21 FALSE Christian 5 8 74.01 109.25
909 female 20 FALSE Christian 6 6 111.16 116.19
910 female 22 FALSE Christian 5 1 88.95 135.38
911 male 20 TRUE Christian 6 7 122.12 185.34
913 male 20 FALSE Buddhist 6 5 109.68 112.84
914 male 19 FALSE Christian 6 6 118.23 143.29
915 female 21 FALSE Hindu 6 2 75.20 143.44
916 female 22 FALSE Christian 5 5 64.29 99.58
917 male 22 FALSE Christian 5 4 111.78 98.72
918 male 21 TRUE Christian 7 9 147.85 124.14
919 female 20 FALSE Buddhist 4 6 118.95 164.02
921 male 20 FALSE Muslim 3 6 94.47 122.00
924 female 19 FALSE Christian 5 7 165.23 136.64
925 female 22 FALSE Muslim 3 5 71.22 70.53
926 female 21 FALSE Muslim 6 7 95.63 139.54
927 female 16 FALSE Christian 5 7 81.98 77.85
928 male 20 FALSE Hindu 5 8 139.31 99.04
929 male 19 FALSE Christian 4 5 113.23 164.23
931 female 23 FALSE Muslim 6 8 120.46 129.96
932 male 20 FALSE Muslim 4 4 153.60 148.58
933 male 23 FALSE Christian 5 10 85.95 77.74
935 female 21 FALSE Hindu 6 6 98.13 133.93
937 male 22 FALSE Buddhist 5 4 118.19 108.26
938 male 17 FALSE Buddhist 3 4 51.04 158.83
942 female 21 FALSE Christian 4 6 93.76 98.26
943 male 22 FALSE Hindu 6 7 153.56 116.40
946 male 21 FALSE Muslim 5 5 117.95 144.23
947 female 17 FALSE Buddhist 3 6 95.02 157.01
948 female 22 FALSE Muslim 6 4 84.01 88.09
952 male 18 FALSE Muslim 7 4 125.05 133.33
953 male 16 FALSE Muslim 5 7 85.64 104.73
954 male 20 FALSE Christian 4 4 135.03 152.31
955 female 17 FALSE Christian 5 8 135.63 119.38
957 female 20 FALSE Christian 5 8 127.89 111.90
958 male 21 FALSE Muslim 5 2 130.69 133.53
960 female 20 FALSE Buddhist 4 6 69.25 131.49
967 female 23 FALSE Christian 4 7 133.57 119.65
969 male 19 FALSE Muslim 5 6 47.42 106.52
970 female 23 TRUE Christian 2 9 115.81 204.02
971 female 21 FALSE Hindu 6 11 92.01 157.38
973 female 20 FALSE Buddhist 6 11 112.20 104.01
977 female 24 FALSE Christian 6 7 85.27 107.32
981 female 20 TRUE Christian 6 7 93.32 163.61
982 male 19 FALSE Buddhist 5 7 114.12 156.11
983 female 23 FALSE Christian 6 9 38.54 89.84
985 male 22 FALSE Christian 5 7 105.73 82.18
989 female 19 TRUE Buddhist 5 4 92.95 138.36
990 male 19 FALSE Christian 4 6 84.25 130.13
992 male 19 FALSE Muslim 7 5 115.89 169.65
994 female 19 FALSE Muslim 5 5 81.44 148.80
997 male 21 FALSE Christian 5 6 134.20 118.89
998 male 19 FALSE Muslim 5 6 66.25 95.63
999 female 19 FALSE Christian 6 8 43.82 69.92
1000 male 23 TRUE Christian 6 6 126.90 159.61

Complex conditions

  • We can create complex conditions through propositional logic, using operators such as: “&” (AND), “|” (OR)
  • For “&”, both conditions need to evaluate to true, for “|” only one condition is enough

Filter equal to AND equal to

  • For example, to filter for all female smokers:
my_data %>%
  filter(gender == 'female' & smoker == 'TRUE') %>% 
  knitr::kable()
ID gender age smoker religion cesd1 cesd2 day1_score day2_score
26 female 20 TRUE Christian 6 7 54.57 205.55
40 female 21 TRUE Atheist 6 6 171.40 178.08
68 female 17 TRUE Atheist 4 7 130.40 173.32
84 female 19 TRUE Atheist 4 4 110.30 151.84
101 female 22 TRUE Muslim 4 4 130.90 161.05
108 female 23 TRUE Atheist 6 6 144.60 142.29
133 female 22 TRUE Buddhist 6 7 161.87 190.00
182 female 20 TRUE Muslim 6 7 136.89 139.30
208 female 24 TRUE Hindu 5 7 111.18 87.74
215 female 22 TRUE Muslim 6 6 138.01 181.24
237 female 22 TRUE Christian 5 4 118.15 164.99
245 female 21 TRUE Atheist 5 8 51.36 141.80
248 female 20 TRUE Atheist 5 6 126.50 138.64
255 female 21 TRUE Atheist 6 4 121.63 228.30
265 female 18 TRUE Atheist 6 8 157.97 161.06
295 female 17 TRUE Christian 5 4 124.08 228.90
321 female 19 TRUE Atheist 4 4 96.23 183.70
346 female 19 TRUE Christian 5 5 165.56 172.28
352 female 21 TRUE Christian 5 8 174.12 177.64
362 female 19 TRUE Buddhist 4 0 113.03 139.71
363 female 21 TRUE Atheist 6 5 109.88 104.01
383 female 20 TRUE Atheist 6 4 128.84 151.65
415 female 18 TRUE Hindu 5 2 131.47 145.42
418 female 22 TRUE Hindu 5 6 133.45 149.56
476 female 19 TRUE Atheist 7 6 173.86 108.63
491 female 17 TRUE Atheist 3 5 140.31 162.57
508 female 19 TRUE Atheist 5 7 154.57 139.59
512 female 21 TRUE Muslim 6 6 155.60 196.82
533 female 18 TRUE Muslim 6 6 91.74 156.45
561 female 21 TRUE Christian 4 5 106.67 155.18
601 female 19 TRUE Atheist 6 3 101.60 181.38
652 female 19 TRUE Atheist 6 5 143.34 179.70
679 female 19 TRUE Christian 5 9 165.73 151.25
702 female 24 TRUE Hindu 6 7 152.32 163.54
714 female 18 TRUE Atheist 5 5 138.15 189.49
716 female 18 TRUE Muslim 4 6 164.08 183.73
727 female 20 TRUE Atheist 6 8 122.92 200.39
734 female 23 TRUE Muslim 6 7 142.33 146.67
748 female 19 TRUE Hindu 7 6 132.13 161.02
772 female 18 TRUE Christian 4 9 144.92 223.52
780 female 19 TRUE Buddhist 5 7 120.25 180.38
805 female 21 TRUE Hindu 6 6 145.89 162.00
808 female 21 TRUE Christian 5 5 115.62 199.62
814 female 20 TRUE Christian 4 3 201.10 146.26
815 female 21 TRUE Christian 5 7 122.05 210.09
848 female 19 TRUE Atheist 7 5 77.97 139.16
862 female 23 TRUE Buddhist 5 7 108.28 218.72
867 female 21 TRUE Christian 6 5 137.67 200.59
891 female 19 TRUE Christian 5 4 156.05 159.73
898 female 21 TRUE Christian 4 10 112.56 162.05
970 female 23 TRUE Christian 2 9 115.81 204.02
981 female 20 TRUE Christian 6 7 93.32 163.61
989 female 19 TRUE Buddhist 5 4 92.95 138.36
996 female 21 TRUE Atheist 3 3 98.45 194.72

Filter less than OR greater than

  • To filter all participants either younger than 16 or older than 24:
my_data %>%
  filter(age < 16 | age > 24) %>%
  knitr::kable()
ID gender age smoker religion cesd1 cesd2 day1_score day2_score
135 male 26 FALSE Atheist 5 3 139.96 157.96
228 female 25 FALSE Atheist 4 4 87.68 133.83
235 male 25 FALSE Hindu 4 2 49.27 113.65
263 male 25 TRUE Muslim 5 5 142.03 177.20
318 male 14 FALSE Atheist 4 7 116.11 66.94
335 female 14 FALSE Christian 5 5 74.45 160.76
424 male 25 FALSE Buddhist 6 5 99.66 83.35
460 male 25 TRUE Atheist 4 6 102.30 141.42
540 female 15 FALSE Christian 5 7 114.59 116.28
543 female 14 FALSE Christian 5 6 96.03 110.18
721 male 25 FALSE Christian 4 7 54.67 120.05
733 male 15 FALSE Christian 3 7 84.15 109.09
790 female 27 FALSE Christian 5 4 102.08 155.09
884 male 15 FALSE Atheist 4 8 93.18 167.13
895 male 25 FALSE Christian 5 6 94.58 78.50
979 male 25 FALSE Atheist 7 4 50.38 93.11

mutate

  • mutate is a really powerful verb that let’s you modify existing variables or add new ones
  • (I was looking up teenage mutant ninja turtles & couldn’t help but to grab this one)

Averaging variables

  • One popular use of mutate is to average variables:
my_data %>%
  mutate(avg_cesd = (cesd1 + cesd2) / 2) %>%
  select(matches('cesd')) %>%
  knitr::kable()
cesd1 cesd2 avg_cesd
6 5 5.5
7 3 5.0
5 5 5.0
5 6 5.5
5 7 6.0
5 6 5.5
4 6 5.0
4 5 4.5
5 3 4.0
5 7 6.0
4 6 5.0
5 8 6.5
6 10 8.0
6 7 6.5
4 8 6.0
5 5 5.0
6 4 5.0
4 8 6.0
7 7 7.0
4 6 5.0
4 7 5.5
4 3 3.5
5 6 5.5
4 4 4.0
3 6 4.5
6 7 6.5
4 7 5.5
3 2 2.5
7 7 7.0
6 3 4.5
5 4 4.5
5 2 3.5
5 7 6.0
6 7 6.5
6 2 4.0
5 9 7.0
3 6 4.5
5 4 4.5
7 2 4.5
6 6 6.0
7 6 6.5
5 5 5.0
2 7 4.5
5 5 5.0
4 6 5.0
6 4 5.0
4 3 3.5
5 10 7.5
6 7 6.5
6 7 6.5
4 4 4.0
5 5 5.0
4 7 5.5
3 6 4.5
6 6 6.0
6 7 6.5
4 7 5.5
6 6 6.0
6 6 6.0
6 -2 2.0
6 9 7.5
4 9 6.5
5 5 5.0
5 8 6.5
5 4 4.5
4 1 2.5
5 7 6.0
4 7 5.5
4 7 5.5
5 8 6.5
4 8 6.0
5 5 5.0
7 8 7.5
3 4 3.5
4 4 4.0
6 9 7.5
6 7 6.5
5 3 4.0
5 5 5.0
3 3 3.0
5 5 5.0
6 6 6.0
6 9 7.5
4 4 4.0
6 7 6.5
5 7 6.0
5 8 6.5
4 8 6.0
6 4 5.0
6 3 4.5
5 7 6.0
6 4 5.0
5 8 6.5
6 3 4.5
5 6 5.5
7 5 6.0
5 6 5.5
4 8 6.0
3 7 5.0
5 7 6.0
4 4 4.0
4 8 6.0
5 5 5.0
6 11 8.5
4 5 4.5
4 8 6.0
6 5 5.5
6 6 6.0
3 8 5.5
4 6 5.0
6 4 5.0
7 6 6.5
4 6 5.0
4 2 3.0
4 8 6.0
5 8 6.5
5 7 6.0
5 7 6.0
5 4 4.5
4 7 5.5
5 4 4.5
5 4 4.5
4 6 5.0
4 7 5.5
5 7 6.0
5 6 5.5
4 5 4.5
5 3 4.0
3 7 5.0
6 7 6.5
3 6 4.5
4 5 4.5
6 7 6.5
6 5 5.5
5 3 4.0
4 7 5.5
5 7 6.0
7 6 6.5
4 7 5.5
6 7 6.5
6 9 7.5
5 7 6.0
6 6 6.0
5 7 6.0
6 10 8.0
5 10 7.5
6 7 6.5
5 5 5.0
6 9 7.5
4 4 4.0
4 5 4.5
6 4 5.0
6 6 6.0
5 9 7.0
6 3 4.5
5 6 5.5
5 9 7.0
5 7 6.0
6 11 8.5
5 4 4.5
7 8 7.5
5 5 5.0
6 6 6.0
5 6 5.5
6 10 8.0
6 5 5.5
5 9 7.0
5 10 7.5
4 7 5.5
4 8 6.0
5 3 4.0
5 9 7.0
5 8 6.5
5 5 5.0
6 4 5.0
5 5 5.0
6 8 7.0
5 7 6.0
4 5 4.5
7 9 8.0
5 7 6.0
6 7 6.5
5 8 6.5
5 3 4.0
6 6 6.0
6 8 7.0
6 7 6.5
4 7 5.5
7 5 6.0
4 5 4.5
4 3 3.5
4 5 4.5
5 8 6.5
6 9 7.5
5 6 5.5
5 3 4.0
3 6 4.5
7 7 7.0
7 7 7.0
7 10 8.5
5 7 6.0
4 7 5.5
5 5 5.0
3 4 3.5
5 5 5.0
3 8 5.5
5 6 5.5
5 7 6.0
5 9 7.0
4 4 4.0
6 9 7.5
6 5 5.5
5 3 4.0
6 7 6.5
6 6 6.0
5 10 7.5
6 7 6.5
5 5 5.0
6 6 6.0
6 7 6.5
5 6 5.5
7 4 5.5
4 6 5.0
7 5 6.0
6 7 6.5
5 10 7.5
6 9 7.5
4 4 4.0
6 6 6.0
6 3 4.5
4 8 6.0
4 7 5.5
5 6 5.5
6 2 4.0
4 2 3.0
4 8 6.0
5 4 4.5
5 7 6.0
7 9 8.0
5 4 4.5
4 0 2.0
4 5 4.5
5 9 7.0
6 4 5.0
5 8 6.5
4 8 6.0
5 3 4.0
5 6 5.5
6 5 5.5
2 9 5.5
6 7 6.5
6 5 5.5
6 11 8.5
4 6 5.0
6 4 5.0
5 8 6.5
6 6 6.0
4 3 3.5
6 4 5.0
6 2 4.0
5 5 5.0
6 8 7.0
5 5 5.0
4 7 5.5
6 8 7.0
4 5 4.5
7 5 6.0
5 6 5.5
5 5 5.0
4 7 5.5
5 4 4.5
2 4 3.0
5 8 6.5
4 9 6.5
5 6 5.5
6 9 7.5
5 7 6.0
5 6 5.5
4 5 4.5
6 4 5.0
7 8 7.5
4 4 4.0
4 5 4.5
5 5 5.0
5 6 5.5
5 7 6.0
5 8 6.5
5 7 6.0
7 0 3.5
4 8 6.0
4 9 6.5
6 9 7.5
6 3 4.5
4 9 6.5
5 4 4.5
5 8 6.5
4 8 6.0
5 6 5.5
6 4 5.0
5 5 5.0
6 6 6.0
4 5 4.5
4 10 7.0
4 7 5.5
5 6 5.5
5 5 5.0
3 4 3.5
5 6 5.5
5 7 6.0
6 5 5.5
4 5 4.5
5 3 4.0
6 6 6.0
4 7 5.5
6 6 6.0
4 6 5.0
4 8 6.0
4 7 5.5
5 7 6.0
5 8 6.5
4 4 4.0
5 7 6.0
4 8 6.0
5 5 5.0
6 4 5.0
6 6 6.0
4 9 6.5
5 3 4.0
5 7 6.0
7 7 7.0
7 6 6.5
6 8 7.0
4 8 6.0
4 9 6.5
5 5 5.0
5 7 6.0
5 8 6.5
5 5 5.0
5 8 6.5
3 5 4.0
5 5 5.0
4 3 3.5
6 4 5.0
5 1 3.0
4 5 4.5
5 5 5.0
5 5 5.0
6 6 6.0
6 2 4.0
4 6 5.0
5 4 4.5
5 8 6.5
4 4 4.0
4 9 6.5
4 3 3.5
5 6 5.5
5 5 5.0
4 3 3.5
6 3 4.5
4 5 4.5
6 7 6.5
4 0 2.0
6 5 5.5
5 8 6.5
4 9 6.5
4 7 5.5
5 8 6.5
7 8 7.5
4 8 6.0
6 5 5.5
4 5 4.5
5 5 5.0
6 11 8.5
6 6 6.0
6 2 4.0
5 8 6.5
3 6 4.5
4 1 2.5
4 4 4.0
4 6 5.0
4 1 2.5
6 2 4.0
6 4 5.0
6 5 5.5
6 4 5.0
4 6 5.0
5 6 5.5
4 7 5.5
5 5 5.0
4 10 7.0
5 8 6.5
6 8 7.0
5 8 6.5
5 8 6.5
4 9 6.5
5 4 4.5
3 6 4.5
5 8 6.5
5 4 4.5
5 8 6.5
6 3 4.5
5 5 5.0
6 5 5.5
6 6 6.0
6 10 8.0
5 7 6.0
6 4 5.0
5 8 6.5
6 4 5.0
5 4 4.5
5 4 4.5
6 8 7.0
6 5 5.5
7 9 8.0
5 2 3.5
5 7 6.0
4 6 5.0
5 6 5.5
3 3 3.0
4 3 3.5
6 5 5.5
4 6 5.0
5 7 6.0
6 5 5.5
5 2 3.5
4 2 3.0
6 9 7.5
6 6 6.0
6 7 6.5
5 7 6.0
4 5 4.5
5 9 7.0
6 7 6.5
4 5 4.5
4 6 5.0
4 7 5.5
3 8 5.5
5 4 4.5
6 4 5.0
5 5 5.0
4 4 4.0
6 8 7.0
6 6 6.0
5 4 4.5
5 0 2.5
5 5 5.0
5 9 7.0
6 5 5.5
5 4 4.5
6 10 8.0
4 7 5.5
6 3 4.5
4 8 6.0
6 6 6.0
5 8 6.5
6 7 6.5
5 9 7.0
5 5 5.0
5 2 3.5
4 6 5.0
3 10 6.5
4 3 3.5
6 7 6.5
6 6 6.0
3 6 4.5
6 8 7.0
5 6 5.5
6 7 6.5
6 6 6.0
5 7 6.0
5 6 5.5
6 6 6.0
4 5 4.5
5 6 5.5
3 7 5.0
7 6 6.5
4 2 3.0
5 5 5.0
4 6 5.0
3 5 4.0
3 8 5.5
6 6 6.0
4 8 6.0
4 5 4.5
6 6 6.0
5 6 5.5
5 8 6.5
5 5 5.0
5 2 3.5
4 4 4.0
3 5 4.0
5 9 7.0
6 2 4.0
4 6 5.0
5 5 5.0
5 8 6.5
6 5 5.5
5 4 4.5
5 6 5.5
6 8 7.0
4 3 3.5
3 7 5.0
6 1 3.5
5 5 5.0
6 3 4.5
4 8 6.0
4 8 6.0
5 7 6.0
5 10 7.5
6 1 3.5
5 5 5.0
6 6 6.0
7 4 5.5
5 7 6.0
5 5 5.0
5 7 6.0
5 7 6.0
4 7 5.5
4 6 5.0
3 11 7.0
6 11 8.5
6 3 4.5
4 3 3.5
6 6 6.0
4 5 4.5
4 9 6.5
4 8 6.0
5 7 6.0
4 7 5.5
6 6 6.0
6 6 6.0
4 7 5.5
6 6 6.0
6 4 5.0
4 7 5.5
4 6 5.0
5 9 7.0
5 2 3.5
5 6 5.5
5 7 6.0
5 5 5.0
4 8 6.0
5 6 5.5
4 9 6.5
4 7 5.5
5 4 4.5
6 5 5.5
5 8 6.5
5 6 5.5
3 6 4.5
6 7 6.5
5 3 4.0
4 7 5.5
4 8 6.0
4 5 4.5
6 10 8.0
4 4 4.0
3 6 4.5
4 6 5.0
6 5 5.5
4 5 4.5
5 5 5.0
7 3 5.0
6 8 7.0
6 8 7.0
6 7 6.5
4 5 4.5
5 8 6.5
6 6 6.0
5 5 5.0
4 6 5.0
5 6 5.5
4 5 4.5
4 7 5.5
6 5 5.5
5 6 5.5
5 7 6.0
5 8 6.5
5 2 3.5
6 5 5.5
5 2 3.5
7 5 6.0
7 9 8.0
6 8 7.0
7 7 7.0
4 10 7.0
5 5 5.0
4 6 5.0
5 7 6.0
6 7 6.5
6 5 5.5
4 9 6.5
4 3 3.5
6 5 5.5
6 4 5.0
6 6 6.0
5 9 7.0
6 9 7.5
4 6 5.0
5 4 4.5
6 3 4.5
6 7 6.5
6 6 6.0
4 6 5.0
7 6 6.5
5 7 6.0
6 5 5.5
6 8 7.0
5 9 7.0
5 3 4.0
7 8 7.5
6 9 7.5
3 4 3.5
5 6 5.5
4 7 5.5
5 9 7.0
5 5 5.0
8 7 7.5
5 10 7.5
4 6 5.0
7 6 6.5
4 8 6.0
4 8 6.0
5 6 5.5
5 7 6.0
4 5 4.5
5 6 5.5
6 7 6.5
5 5 5.0
5 4 4.5
6 5 5.5
5 8 6.5
4 4 4.0
4 4 4.0
4 3 3.5
6 7 6.5
6 7 6.5
6 9 7.5
5 6 5.5
5 6 5.5
5 8 6.5
4 6 5.0
4 4 4.0
6 3 4.5
6 7 6.5
4 6 5.0
5 6 5.5
4 7 5.5
4 6 5.0
4 6 5.0
5 3 4.0
6 5 5.5
6 7 6.5
6 9 7.5
6 5 5.5
4 4 4.0
6 7 6.5
3 10 6.5
6 6 6.0
6 2 4.0
5 5 5.0
5 4 4.5
7 8 7.5
4 7 5.5
5 6 5.5
3 9 6.0
5 6 5.5
6 7 6.5
7 5 6.0
6 4 5.0
5 9 7.0
6 4 5.0
6 8 7.0
6 6 6.0
5 3 4.0
5 2 3.5
6 7 6.5
2 1 1.5
5 9 7.0
4 7 5.5
4 9 6.5
5 4 4.5
5 6 5.5
5 7 6.0
6 3 4.5
5 3 4.0
6 3 4.5
3 8 5.5
5 4 4.5
5 8 6.5
6 6 6.0
4 8 6.0
4 8 6.0
4 8 6.0
5 7 6.0
4 4 4.0
7 2 4.5
5 8 6.5
5 6 5.5
5 8 6.5
5 9 7.0
6 7 6.5
6 7 6.5
6 6 6.0
6 6 6.0
6 3 4.5
5 6 5.5
4 7 5.5
4 5 4.5
6 6 6.0
5 9 7.0
5 4 4.5
5 5 5.0
5 5 5.0
5 8 6.5
4 6 5.0
6 10 8.0
4 12 8.0
6 1 3.5
4 4 4.0
4 7 5.5
5 4 4.5
4 8 6.0
5 6 5.5
6 3 4.5
4 9 6.5
6 8 7.0
5 6 5.5
6 5 5.5
6 5 5.5
5 3 4.0
6 9 7.5
3 7 5.0
6 7 6.5
4 7 5.5
4 8 6.0
5 6 5.5
6 6 6.0
5 7 6.0
5 8 6.5
8 7 7.5
5 10 7.5
6 5 5.5
5 8 6.5
4 4 4.0
4 11 7.5
5 7 6.0
7 6 6.5
6 8 7.0
2 7 4.5
5 5 5.0
5 5 5.0
3 4 3.5
5 4 4.5
5 5 5.0
4 4 4.0
5 4 4.5
5 7 6.0
4 4 4.0
7 6 6.5
6 10 8.0
5 5 5.0
5 4 4.5
4 6 5.0
7 7 7.0
6 6 6.0
5 4 4.5
5 7 6.0
5 8 6.5
5 6 5.5
3 7 5.0
4 9 6.5
5 6 5.5
4 4 4.0
3 4 3.5
4 6 5.0
5 7 6.0
3 6 4.5
4 4 4.0
5 7 6.0
1 6 3.5
4 7 5.5
6 6 6.0
4 11 7.5
6 7 6.5
6 12 9.0
3 7 5.0
5 9 7.0
5 6 5.5
5 4 4.5
4 5 4.5
4 6 5.0
4 6 5.0
6 4 5.0
5 4 4.5
4 6 5.0
5 5 5.0
5 10 7.5
6 6 6.0
6 7 6.5
3 8 5.5
3 7 5.0
6 8 7.0
7 9 8.0
6 6 6.0
5 8 6.5
5 6 5.5
5 5 5.0
5 6 5.5
5 5 5.0
5 5 5.0
5 6 5.5
5 7 6.0
4 3 3.5
5 7 6.0
4 9 6.5
8 1 4.5
4 3 3.5
4 6 5.0
4 9 6.5
6 5 5.5
5 6 5.5
4 6 5.0
5 5 5.0
4 6 5.0
3 5 4.0
7 8 7.5
6 6 6.0
5 3 4.0
6 7 6.5
6 4 5.0
5 5 5.0
5 4 4.5
5 11 8.0
4 5 4.5
6 8 7.0
4 6 5.0
5 7 6.0
6 3 4.5
5 6 5.5
5 6 5.5
5 7 6.0
5 7 6.0
6 5 5.5
5 7 6.0
4 6 5.0
6 5 5.5
7 5 6.0
6 7 6.5
5 6 5.5
4 3 3.5
3 4 3.5
6 7 6.5
5 9 7.0
1 7 4.0
4 7 5.5
5 5 5.0
5 8 6.5
6 7 6.5
5 5 5.0
6 7 6.5
5 7 6.0
4 8 6.0
4 1 2.5
4 8 6.0
5 7 6.0
6 5 5.5
4 8 6.0
4 4 4.0
6 3 4.5
3 6 4.5
4 7 5.5
5 7 6.0
5 9 7.0
4 6 5.0
5 9 7.0
4 5 4.5
5 4 4.5
6 4 5.0
3 5 4.0
5 7 6.0
7 5 6.0
6 9 7.5
4 8 6.0
4 7 5.5
6 6 6.0
5 8 6.5
5 4 4.5
5 10 7.5
6 7 6.5
5 4 4.5
6 6 6.0
5 7 6.0
6 1 3.5
5 6 5.5
4 6 5.0
6 8 7.0
4 10 7.0
4 4 4.0
5 2 3.5
4 7 5.5
5 6 5.5
6 5 5.5
4 6 5.0
4 5 4.5
5 7 6.0
5 8 6.5
6 5 5.5
6 6 6.0
5 1 3.0
6 7 6.5
5 5 5.0
6 5 5.5
6 6 6.0
6 2 4.0
5 5 5.0
5 4 4.5
7 9 8.0
4 6 5.0
6 7 6.5
3 6 4.5
5 7 6.0
5 4 4.5
5 7 6.0
3 5 4.0
6 7 6.5
5 7 6.0
5 8 6.5
4 5 4.5
6 5 5.5
6 8 7.0
4 4 4.0
5 10 7.5
6 8 7.0
6 6 6.0
6 5 5.5
5 4 4.5
3 4 3.5
6 6 6.0
3 1 2.0
5 10 7.5
4 6 5.0
6 7 6.5
5 7 6.0
4 8 6.0
5 5 5.0
3 6 4.5
6 4 5.0
5 8 6.5
6 8 7.0
5 1 3.0
7 4 5.5
5 7 6.0
4 4 4.0
5 8 6.5
5 9 7.0
5 8 6.5
5 2 3.5
5 7 6.0
4 6 5.0
4 8 6.0
7 3 5.0
6 11 8.5
6 5 5.5
5 5 5.0
5 3 4.0
4 7 5.5
6 6 6.0
5 6 5.5
2 9 5.5
6 11 8.5
4 6 5.0
6 11 8.5
5 7 6.0
6 4 5.0
4 9 6.5
6 7 6.5
5 3 4.0
7 4 5.5
5 7 6.0
6 7 6.5
5 7 6.0
6 9 7.5
5 5 5.0
5 7 6.0
5 9 7.0
3 5 4.0
8 9 8.5
5 4 4.5
4 6 5.0
5 4 4.5
7 5 6.0
3 5 4.0
5 5 5.0
4 9 6.5
3 3 3.0
5 6 5.5
5 6 5.5
6 8 7.0
6 6 6.0

Transforming variables

  • Another good use of mutate is to transform variables (z-score, apply log transformation, etc)
  • For example:
my_data %>%
  mutate(day1_zscore = scale(day1_score), 
         day2_logscore = log(day2_score)) %>%
  select(starts_with('day')) %>%
  knitr::kable()
day1_score day2_score day1_zscore day2_logscore
105.10 184.92 3.682822e-02 5.219923
80.43 151.11 -7.265392e-01 5.018008
113.19 127.61 2.871583e-01 4.848979
55.96 148.99 -1.483718e+00 5.003879
52.98 80.09 -1.575929e+00 4.383151
119.63 155.65 4.864321e-01 5.047610
77.43 125.12 -8.193686e-01 4.829273
175.27 135.58 2.208109e+00 4.909562
165.36 103.80 1.901462e+00 4.642466
85.21 126.32 -5.786310e-01 4.838818
118.40 152.81 4.483721e-01 5.029195
84.83 149.89 -5.903894e-01 5.009902
148.70 111.90 1.385949e+00 4.717606
50.22 47.01 -1.661332e+00 3.850360
110.39 171.54 2.005175e-01 5.144817
72.64 202.59 -9.675863e-01 5.311184
146.05 84.83 1.303950e+00 4.440649
96.71 183.56 -2.227848e-01 5.212542
134.12 185.99 9.347983e-01 5.225693
117.68 125.94 4.260930e-01 4.835806
143.04 150.58 1.210811e+00 5.014494
68.37 114.17 -1.099714e+00 4.737689
111.24 88.52 2.268191e-01 4.483229
126.99 125.69 7.141737e-01 4.833819
123.28 118.91 5.993746e-01 4.778367
54.57 205.55 -1.526729e+00 5.325689
137.96 93.15 1.053620e+00 4.534211
107.26 61.93 1.036654e-01 4.126005
83.80 124.48 -6.222608e-01 4.824145
157.70 128.63 1.664438e+00 4.856940
52.16 63.97 -1.601302e+00 4.158414
77.16 72.29 -8.277233e-01 4.280686
66.41 122.85 -1.160362e+00 4.810964
148.20 95.74 1.370478e+00 4.561636
168.21 143.18 1.989650e+00 4.964103
92.79 120.22 -3.440819e-01 4.789323
135.11 157.39 9.654321e-01 5.058727
72.55 115.91 -9.703712e-01 4.752814
131.97 155.71 8.682706e-01 5.047995
171.40 178.08 2.088359e+00 5.182233
112.19 137.80 2.562151e-01 4.925803
128.24 124.88 7.528526e-01 4.827353
210.06 170.14 3.284621e+00 5.136622
108.49 125.12 1.417255e-01 4.829273
116.25 126.45 3.818443e-01 4.839847
95.41 129.15 -2.630109e-01 4.860975
110.12 163.86 1.921628e-01 5.099012
88.88 133.18 -4.650696e-01 4.891702
182.75 138.37 2.439564e+00 4.929931
129.44 124.44 7.899844e-01 4.823824
92.07 60.44 -3.663610e-01 4.101651
36.87 69.48 -2.074423e+00 4.241039
65.83 134.73 -1.178309e+00 4.903273
69.39 164.99 -1.068152e+00 5.105885
117.74 135.53 4.279496e-01 4.909193
149.16 215.97 1.400183e+00 5.375140
40.03 118.72 -1.976642e+00 4.776768
157.67 118.94 1.663509e+00 4.778619
95.95 129.58 -2.463016e-01 4.864299
73.23 145.52 -9.493299e-01 4.980314
93.15 83.01 -3.329424e-01 4.418961
86.91 136.37 -5.260276e-01 4.915372
97.31 144.91 -2.042189e-01 4.976113
122.93 124.70 5.885445e-01 4.825911
84.27 144.18 -6.077175e-01 4.971063
45.41 104.95 -1.810168e+00 4.653484
92.79 149.08 -3.440819e-01 5.004483
130.40 173.32 8.196898e-01 5.155140
80.46 100.83 -7.256109e-01 4.613436
90.44 80.95 -4.167983e-01 4.393832
160.32 109.53 1.745509e+00 4.696199
72.31 163.28 -9.777976e-01 5.095466
138.70 147.81 1.076518e+00 4.995928
135.84 127.21 9.880206e-01 4.845839
102.17 165.57 -5.383520e-02 5.109394
69.95 121.83 -1.050823e+00 4.802627
96.88 112.82 -2.175244e-01 4.725794
126.38 153.36 6.952984e-01 5.032788
73.01 87.35 -9.561374e-01 4.469923
73.51 107.51 -9.406658e-01 4.677584
71.51 172.36 -1.002552e+00 5.149585
73.67 131.39 -9.357149e-01 4.878170
126.15 126.60 6.881815e-01 4.841032
110.30 151.84 1.977326e-01 5.022827
117.73 125.80 4.276402e-01 4.834693
99.76 63.64 -1.284082e-01 4.153242
100.96 136.56 -9.127640e-02 4.916764
134.90 88.68 9.589340e-01 4.485034
87.93 124.11 -4.944656e-01 4.821168
107.79 104.98 1.200653e-01 4.653770
123.16 126.82 5.956615e-01 4.842769
117.33 130.21 4.152629e-01 4.869148
145.38 104.74 1.283218e+00 4.651481
107.31 175.47 1.052126e-01 5.167468
135.89 148.06 9.895677e-01 4.997618
107.08 145.94 9.809565e-02 4.983196
120.62 82.49 5.170659e-01 4.412677
141.73 134.26 1.170276e+00 4.899778
111.47 96.94 2.339361e-01 4.574092
85.22 106.98 -5.783215e-01 4.672642
130.90 161.05 8.351614e-01 5.081715
132.35 72.30 8.800290e-01 4.280824
66.40 76.85 -1.160672e+00 4.341856
62.44 110.69 -1.283206e+00 4.706734
153.16 112.83 1.523956e+00 4.725882
75.24 140.41 -8.871341e-01 4.944567
92.17 64.63 -3.632667e-01 4.168679
144.60 142.29 1.259083e+00 4.957867
74.28 132.15 -9.168396e-01 4.883938
117.18 101.05 4.106214e-01 4.615615
105.91 90.62 6.189217e-02 4.506675
108.65 135.86 1.466764e-01 4.911625
103.72 90.08 -5.873319e-03 4.500698
89.70 159.58 -4.396962e-01 5.072545
111.57 110.48 2.370304e-01 4.704834
135.93 136.44 9.908054e-01 4.915885
61.62 117.63 -1.308580e+00 4.767544
98.03 151.95 -1.819398e-01 5.023551
124.72 143.40 6.439328e-01 4.965638
137.33 140.88 1.034126e+00 4.947908
81.16 139.67 -7.039507e-01 4.939283
120.38 100.67 5.096395e-01 4.611848
153.00 105.73 1.519005e+00 4.660889
135.39 126.46 9.740961e-01 4.839926
106.24 145.93 7.210341e-02 4.983127
99.23 148.96 -1.448080e-01 5.003678
161.32 92.01 1.776452e+00 4.521897
57.59 116.10 -1.433281e+00 4.754452
96.10 162.80 -2.416601e-01 5.092523
52.17 163.15 -1.600993e+00 5.094670
103.01 153.30 -2.784295e-02 5.032397
140.07 125.11 1.118910e+00 4.829193
161.87 190.00 1.793471e+00 5.247024
119.85 147.60 4.932396e-01 4.994506
139.96 157.96 1.115506e+00 5.062342
77.88 71.96 -8.054442e-01 4.276110
7.31 66.54 -2.989102e+00 4.197803
121.14 158.84 5.331563e-01 5.067897
100.27 179.95 -1.126272e-01 5.192679
109.59 107.57 1.757630e-01 4.678142
77.14 93.93 -8.283422e-01 4.542550
78.64 126.27 -7.819274e-01 4.838423
113.94 142.17 3.103656e-01 4.957024
83.79 149.85 -6.225702e-01 5.009635
76.50 55.66 -8.481458e-01 4.019262
134.89 126.71 9.586246e-01 4.841901
94.62 156.38 -2.874560e-01 5.052289
67.64 54.36 -1.122302e+00 3.995629
108.65 101.49 1.466764e-01 4.619960
54.03 85.82 -1.543438e+00 4.452252
123.15 100.89 5.953520e-01 4.614031
21.75 107.34 -2.542283e+00 4.676001
89.02 135.96 -4.607376e-01 4.912361
82.12 104.62 -6.742453e-01 4.650335
93.10 105.05 -3.344895e-01 4.654436
60.13 121.28 -1.354685e+00 4.798102
67.76 156.29 -1.118589e+00 5.051713
90.71 107.60 -4.084437e-01 4.678421
132.46 98.61 8.834327e-01 4.591173
96.84 75.43 -2.187622e-01 4.323205
159.69 191.42 1.726015e+00 5.254470
112.35 121.39 2.611660e-01 4.799009
115.92 149.99 3.716331e-01 5.010569
133.05 123.37 9.016892e-01 4.815188
142.57 148.77 1.196268e+00 5.002402
104.78 89.26 2.692642e-02 4.491554
64.54 95.62 -1.218226e+00 4.560382
136.60 132.57 1.011537e+00 4.887111
131.40 159.81 8.506330e-01 5.073986
158.14 74.65 1.678053e+00 4.312811
131.93 101.20 8.670329e-01 4.617099
64.77 67.07 -1.211109e+00 4.205737
180.55 186.04 2.371489e+00 5.225962
103.79 65.54 -3.707298e-03 4.182661
145.12 177.99 1.275173e+00 5.181727
72.84 106.16 -9.613977e-01 4.664947
139.54 104.11 1.102510e+00 4.645448
62.95 112.72 -1.267425e+00 4.724907
77.49 157.03 -8.175121e-01 5.056437
92.16 141.55 -3.635761e-01 4.952653
50.77 88.06 -1.644313e+00 4.478018
136.89 139.30 1.020511e+00 4.936630
73.91 110.27 -9.282885e-01 4.702932
134.75 131.55 9.542925e-01 4.879387
81.68 117.58 -6.878603e-01 4.767119
52.69 141.77 -1.584902e+00 4.954206
95.69 115.51 -2.543468e-01 4.749357
48.89 99.43 -1.702486e+00 4.599454
74.61 118.28 -9.066283e-01 4.773055
130.69 89.22 8.286633e-01 4.491105
117.14 127.78 4.093837e-01 4.850310
79.41 132.24 -7.581012e-01 4.884619
93.74 136.06 -3.146859e-01 4.913096
129.94 102.30 8.054560e-01 4.627910
75.31 82.62 -8.849681e-01 4.414252
39.91 106.52 -1.980356e+00 4.668333
63.88 138.17 -1.238648e+00 4.928485
82.12 146.93 -6.742453e-01 4.989956
122.08 161.87 5.622429e-01 5.086793
143.58 176.04 1.227521e+00 5.170711
129.10 128.51 7.794637e-01 4.856007
109.66 144.83 1.779290e-01 4.975561
84.99 92.42 -5.854385e-01 4.526343
43.84 110.26 -1.858749e+00 4.702841
93.12 131.95 -3.338707e-01 4.882423
164.43 96.20 1.872685e+00 4.566429
82.53 124.61 -6.615586e-01 4.825189
111.18 87.74 2.249626e-01 4.474378
149.63 41.91 1.414727e+00 3.735524
48.91 144.35 -1.701867e+00 4.972241
68.96 149.53 -1.081457e+00 5.007497
136.77 149.19 1.016798e+00 5.005221
101.63 120.73 -7.054450e-02 4.793557
130.49 176.93 8.224747e-01 5.175754
138.01 181.24 1.055167e+00 5.199822
90.66 87.57 -4.099908e-01 4.472438
141.43 59.41 1.160993e+00 4.084463
189.82 111.98 2.658332e+00 4.718320
131.71 177.85 8.602254e-01 5.180941
92.03 146.88 -3.675987e-01 4.989616
108.13 134.77 1.305860e-01 4.903570
98.67 109.24 -1.621362e-01 4.693547
137.66 73.17 1.044337e+00 4.292785
98.96 107.80 -1.531627e-01 4.680278
111.49 99.58 2.345549e-01 4.600961
87.68 166.63 -5.022014e-01 5.115776
77.53 74.13 -8.162743e-01 4.305820
87.68 133.83 -5.022014e-01 4.896570
127.04 103.45 7.157209e-01 4.639088
78.31 137.84 -7.921387e-01 4.926094
121.81 114.29 5.538882e-01 4.738739
110.64 101.38 2.082533e-01 4.618876
107.29 107.27 1.045937e-01 4.675349
87.81 145.01 -4.981788e-01 4.976803
49.27 113.65 -1.690728e+00 4.733124
114.41 128.71 3.249089e-01 4.857562
118.15 164.99 4.406363e-01 5.105885
125.49 54.55 6.677590e-01 3.999118
96.60 132.10 -2.261885e-01 4.883559
145.06 105.34 1.273316e+00 4.657193
102.78 148.84 -3.495988e-02 5.002872
115.07 161.34 3.453314e-01 5.083514
71.80 113.27 -9.935786e-01 4.729774
14.34 132.84 -2.771572e+00 4.889145
51.36 141.80 -1.626056e+00 4.954418
78.24 157.83 -7.943047e-01 5.061519
91.69 171.97 -3.781194e-01 5.147320
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159.24 191.50 1.712090e+00 5.254888
87.52 86.07 -5.071523e-01 4.455161
125.89 143.95 6.801362e-01 4.969466
91.14 123.37 -3.951381e-01 4.815188
132.39 191.07 8.812667e-01 5.252640
46.91 106.18 -1.763753e+00 4.665136
43.47 165.34 -1.870198e+00 5.108004
63.58 108.85 -1.247931e+00 4.689971
59.62 158.97 -1.370466e+00 5.068715
63.53 154.24 -1.249478e+00 5.038510
123.02 174.21 5.913294e-01 5.160261
103.54 134.86 -1.144309e-02 4.904237
89.90 117.54 -4.335076e-01 4.766779
135.47 111.35 9.765716e-01 4.712678
143.34 179.70 1.220094e+00 5.191289
120.36 186.11 5.090206e-01 5.226338
140.53 52.42 1.133144e+00 3.959288
80.42 150.51 -7.268486e-01 5.014030
191.74 113.45 2.717742e+00 4.731362
173.93 96.69 2.166645e+00 4.571510
95.80 112.72 -2.509430e-01 4.724907
98.35 122.55 -1.720380e-01 4.808519
81.76 124.40 -6.853848e-01 4.823502
86.22 139.35 -5.473784e-01 4.936989
82.59 93.23 -6.597020e-01 4.535070
62.24 145.02 -1.289395e+00 4.976872
99.64 132.87 -1.321214e-01 4.889371
74.23 88.38 -9.183867e-01 4.481646
91.14 121.99 -3.951381e-01 4.803939
152.18 144.17 1.493632e+00 4.970993
120.19 170.43 5.037603e-01 5.138325
123.23 153.00 5.978275e-01 5.030438
159.64 125.57 1.724467e+00 4.832863
118.44 84.82 4.496098e-01 4.440531
62.62 134.05 -1.277637e+00 4.898213
108.18 151.49 1.321331e-01 5.020520
135.35 75.43 9.728584e-01 4.323205
186.42 97.61 2.553125e+00 4.580980
127.48 65.14 7.293358e-01 4.176539
54.35 138.14 -1.533536e+00 4.928268
118.50 83.16 4.514664e-01 4.420767
165.73 151.25 1.912911e+00 5.018934
94.28 117.26 -2.979766e-01 4.764394
34.02 129.76 -2.162611e+00 4.865687
101.62 155.27 -7.085393e-02 5.045166
103.77 131.83 -4.326161e-03 4.881513
137.28 119.34 1.032579e+00 4.781977
56.80 97.56 -1.457726e+00 4.580468
137.09 86.96 1.026699e+00 4.465448
69.73 109.74 -1.057631e+00 4.698114
117.23 91.96 4.121686e-01 4.521354
100.81 154.80 -9.591788e-02 5.042134
99.33 143.58 -1.417137e-01 4.966892
69.44 93.12 -1.066604e+00 4.533889
83.96 103.69 -6.173099e-01 4.641406
125.39 92.26 6.646647e-01 4.524611
98.88 171.52 -1.556381e-01 5.144700
103.60 158.44 -9.586496e-03 5.065376
124.61 64.58 6.405290e-01 4.167905
144.08 102.98 1.242992e+00 4.634535
80.00 163.00 -7.398448e-01 5.093750
63.97 147.77 -1.235863e+00 4.995657
131.43 112.35 8.515613e-01 4.721619
52.13 103.94 -1.602230e+00 4.643814
152.32 163.54 1.497964e+00 5.097058
100.83 132.21 -9.529901e-02 4.884392
135.22 98.82 9.688358e-01 4.593300
197.25 129.55 2.888239e+00 4.864067
102.98 102.27 -2.877125e-02 4.627616
87.45 128.03 -5.093183e-01 4.852265
59.39 119.91 -1.377583e+00 4.786741
155.29 124.32 1.589865e+00 4.822859
93.44 123.72 -3.239689e-01 4.818021
61.30 150.67 -1.318482e+00 5.015092
95.58 116.05 -2.577505e-01 4.754021
160.12 127.61 1.739320e+00 4.848979
138.15 189.49 1.059499e+00 5.244336
97.58 78.09 -1.958642e-01 4.357862
164.08 183.73 1.861855e+00 5.213467
214.55 158.60 3.423556e+00 5.066385
144.83 161.65 1.266199e+00 5.085433
79.54 134.84 -7.540786e-01 4.904089
94.86 86.31 -2.800296e-01 4.457946
54.67 120.05 -1.523635e+00 4.787908
101.61 137.69 -7.116336e-02 4.925005
121.33 115.74 5.390355e-01 4.751346
70.11 110.60 -1.045872e+00 4.705920
88.41 106.25 -4.796129e-01 4.665795
99.20 112.86 -1.457363e-01 4.726148
122.92 200.39 5.882351e-01 5.300266
85.84 144.50 -5.591368e-01 4.973280
97.43 106.72 -2.005057e-01 4.670209
118.06 143.44 4.378514e-01 4.965917
144.09 149.31 1.243302e+00 5.006025
144.82 102.97 1.265890e+00 4.634438
84.15 109.09 -6.114307e-01 4.692173
142.33 146.67 1.188842e+00 4.988185
90.41 71.03 -4.177266e-01 4.263102
118.35 98.80 4.468249e-01 4.593098
137.41 93.83 1.036601e+00 4.541485
137.91 154.93 1.052073e+00 5.042973
95.04 169.12 -2.744598e-01 5.130609
92.64 128.40 -3.487234e-01 4.855150
161.16 196.81 1.771501e+00 5.282239
143.58 135.19 1.227521e+00 4.906681
83.85 109.79 -6.207136e-01 4.698569
109.89 115.68 1.850459e-01 4.750828
167.96 68.44 1.981914e+00 4.225957
118.30 133.13 4.452778e-01 4.891326
108.92 165.78 1.550310e-01 5.110662
132.13 161.02 8.732215e-01 5.081529
101.18 121.29 -8.446891e-02 4.798184
62.72 137.16 -1.274542e+00 4.921148
82.94 160.02 -6.488719e-01 5.075299
127.86 173.70 7.410942e-01 5.157330
79.07 74.04 -7.686219e-01 4.304606
65.43 107.88 -1.190686e+00 4.681019
127.17 117.59 7.197435e-01 4.767204
84.50 114.83 -6.006006e-01 4.743453
101.05 62.79 -8.849152e-02 4.139796
87.07 120.67 -5.210767e-01 4.793060
99.36 111.26 -1.407854e-01 4.711870
59.65 133.33 -1.369538e+00 4.892827
73.60 101.63 -9.378809e-01 4.621339
115.60 56.97 3.617313e-01 4.042525
86.47 135.80 -5.396426e-01 4.911183
133.23 165.78 9.072589e-01 5.110662
49.53 91.92 -1.682682e+00 4.520919
113.09 113.26 2.840640e-01 4.729686
73.06 83.98 -9.545902e-01 4.430579
112.75 179.57 2.735433e-01 5.190565
36.43 115.40 -2.088038e+00 4.748404
78.08 134.72 -7.992556e-01 4.903199
80.43 135.03 -7.265392e-01 4.905497
144.92 223.52 1.268984e+00 5.409501
125.94 132.68 6.816834e-01 4.887940
98.64 129.60 -1.630645e-01 4.864453
97.92 105.31 -1.853436e-01 4.656908
123.88 143.84 6.179405e-01 4.968702
97.47 110.03 -1.992680e-01 4.700753
95.00 164.39 -2.756976e-01 5.102242
113.39 95.40 2.933469e-01 4.558079
120.25 180.38 5.056169e-01 5.195066
51.98 140.30 -1.606872e+00 4.943783
110.24 101.53 1.958760e-01 4.620354
91.66 103.69 -3.790477e-01 4.641406
135.51 78.35 9.778093e-01 4.361186
61.20 91.26 -1.321576e+00 4.513713
105.66 119.75 5.415639e-02 4.785406
113.20 88.45 2.874677e-01 4.482437
79.42 95.03 -7.577918e-01 4.554193
140.21 85.76 1.123242e+00 4.451553
102.08 155.09 -5.662008e-02 5.044006
95.13 155.56 -2.716749e-01 5.047032
83.23 84.83 -6.398984e-01 4.440649
102.72 150.24 -3.681647e-02 5.012234
94.58 146.27 -2.886937e-01 4.985454
131.68 149.36 8.592971e-01 5.006360
85.11 140.35 -5.817253e-01 4.944139
117.23 90.94 4.121686e-01 4.510200
141.15 199.63 1.152329e+00 5.296466
103.91 128.92 5.879198e-06 4.859192
120.46 123.67 5.121150e-01 4.817617
100.94 110.17 -9.189527e-02 4.702025
134.59 152.62 9.493416e-01 5.027951
116.41 119.15 3.867952e-01 4.780383
172.41 121.96 2.119611e+00 4.803693
145.89 162.00 1.298999e+00 5.087596
72.39 114.81 -9.753221e-01 4.743279
89.96 137.05 -4.316510e-01 4.920346
115.62 199.62 3.623501e-01 5.296416
90.46 123.97 -4.161794e-01 4.820040
79.13 83.69 -7.667653e-01 4.427119
122.27 84.32 5.681221e-01 4.434619
150.05 114.70 1.427723e+00 4.742320
68.92 224.40 -1.082695e+00 5.413430
201.10 146.26 3.007370e+00 4.985386
122.05 210.09 5.613146e-01 5.347536
84.71 121.25 -5.941025e-01 4.797854
55.96 94.96 -1.483718e+00 4.553456
107.69 224.05 1.169710e-01 5.411869
90.68 63.53 -4.093720e-01 4.151512
83.36 93.99 -6.358758e-01 4.543188
155.02 85.84 1.581510e+00 4.452485
121.61 129.62 5.476996e-01 4.864607
90.22 186.56 -4.236058e-01 5.228753
85.60 86.81 -5.665631e-01 4.463722
40.85 105.63 -1.951269e+00 4.659942
96.32 97.40 -2.348526e-01 4.578826
140.84 157.94 1.142736e+00 5.062215
133.86 173.82 9.267531e-01 5.158020
89.67 95.43 -4.406245e-01 4.558393
156.82 154.41 1.637208e+00 5.039611
92.74 135.83 -3.456291e-01 4.911404
121.00 100.73 5.288243e-01 4.612444
141.35 132.29 1.158517e+00 4.884996
156.38 94.87 1.623593e+00 4.552507
97.96 95.97 -1.841058e-01 4.564036
112.80 144.42 2.750905e-01 4.972726
103.33 129.43 -1.794115e-02 4.863140
135.92 116.66 9.904960e-01 4.759264
107.23 136.77 1.027371e-01 4.918301
65.85 152.01 -1.177690e+00 5.023946
86.96 124.50 -5.244805e-01 4.824306
107.63 122.78 1.151144e-01 4.810394
106.32 65.68 7.457886e-02 4.184794
50.89 124.69 -1.640600e+00 4.825831
87.41 123.13 -5.105560e-01 4.813241
95.32 165.23 -2.657958e-01 5.107338
82.61 142.71 -6.590831e-01 4.960815
77.97 139.16 -8.026593e-01 4.935624
77.05 86.53 -8.311270e-01 4.460491
117.23 63.28 4.121686e-01 4.147569
111.44 117.28 2.330078e-01 4.764564
100.28 103.78 -1.123177e-01 4.642273
95.73 133.74 -2.531091e-01 4.895898
32.07 64.16 -2.222950e+00 4.161380
153.65 185.08 1.539118e+00 5.220788
151.35 116.69 1.467949e+00 4.759521
134.10 125.45 9.341795e-01 4.831907
79.79 172.68 -7.463428e-01 5.151440
114.50 146.43 3.276938e-01 4.986548
150.83 147.78 1.451858e+00 4.995725
106.54 59.22 8.138636e-02 4.081259
108.28 218.72 1.352274e-01 5.387792
78.67 120.68 -7.809991e-01 4.793142
138.80 88.37 1.079612e+00 4.481533
104.65 124.98 2.290381e-02 4.828154
132.23 111.40 8.763158e-01 4.713127
137.67 200.59 1.044647e+00 5.301263
106.76 116.57 8.819385e-02 4.758492
57.20 128.54 -1.445349e+00 4.856240
93.04 133.63 -3.363461e-01 4.895075
107.75 109.22 1.188276e-01 4.693364
53.26 172.61 -1.567265e+00 5.151035
34.81 78.17 -2.138166e+00 4.358886
131.09 69.04 8.410406e-01 4.234686
119.46 119.64 4.811718e-01 4.784487
32.37 101.42 -2.213667e+00 4.619270
104.53 99.57 1.919063e-02 4.600861
80.98 107.14 -7.095205e-01 4.674136
127.32 148.52 7.243849e-01 5.000720
81.74 87.98 -6.860037e-01 4.477110
162.14 159.99 1.801825e+00 5.075111
94.35 119.48 -2.958106e-01 4.783149
93.27 157.88 -3.292292e-01 5.061835
93.18 167.13 -3.320141e-01 5.118772
61.09 90.38 -1.324980e+00 4.504023
131.72 120.68 8.605348e-01 4.793142
110.38 97.85 2.002080e-01 4.583436
147.17 112.07 1.338606e+00 4.719124
106.34 99.52 7.519773e-02 4.600359
85.10 105.04 -5.820347e-01 4.654341
156.05 159.73 1.613382e+00 5.073485
88.27 206.51 -4.839449e-01 5.330349
103.99 179.40 2.481331e-03 5.189618
105.11 153.17 3.713766e-02 5.031548
94.58 78.50 -2.886937e-01 4.363099
78.24 118.54 -7.943047e-01 4.775251
148.21 109.75 1.370787e+00 4.698205
112.56 162.05 2.676641e-01 5.087905
73.92 66.43 -9.279791e-01 4.196149
146.99 139.73 1.333037e+00 4.939712
96.38 85.89 -2.329960e-01 4.453067
89.36 129.86 -4.502169e-01 4.866457
92.33 130.20 -3.583158e-01 4.869072
89.50 61.91 -4.458849e-01 4.125682
77.16 151.04 -8.277233e-01 5.017545
69.11 99.84 -1.076816e+00 4.603569
74.01 109.25 -9.251942e-01 4.693639
78.58 114.76 -7.837840e-01 4.742843
111.16 116.19 2.243437e-01 4.755227
88.95 135.38 -4.629036e-01 4.908086
122.12 185.34 5.634806e-01 5.222192
136.27 158.33 1.001326e+00 5.064681
109.68 112.84 1.785478e-01 4.725971
118.23 143.29 4.431117e-01 4.964870
75.20 143.44 -8.883719e-01 4.965917
64.29 99.58 -1.225962e+00 4.600961
111.78 98.72 2.435284e-01 4.592288
147.85 124.14 1.359648e+00 4.821410
118.95 164.02 4.653908e-01 5.099988
66.34 152.26 -1.162528e+00 5.025590
94.47 122.00 -2.920974e-01 4.804021
100.73 148.66 -9.839333e-02 5.001662
93.76 121.19 -3.140671e-01 4.797360
165.23 136.64 1.897440e+00 4.917350
71.22 70.53 -1.011526e+00 4.256038
95.63 139.54 -2.562034e-01 4.938351
81.98 77.85 -6.785773e-01 4.354784
139.31 99.04 1.095393e+00 4.595524
113.23 164.23 2.883960e-01 5.101268
92.63 79.85 -3.490328e-01 4.380150
120.46 129.96 5.121150e-01 4.867227
153.60 148.58 1.537571e+00 5.001124
85.95 77.74 -5.557330e-01 4.353370
50.88 151.77 -1.640909e+00 5.022366
98.13 133.93 -1.788455e-01 4.897317
109.69 82.75 1.788573e-01 4.415824
118.19 108.26 4.418740e-01 4.684536
51.04 158.83 -1.635958e+00 5.067834
101.21 113.68 -8.354062e-02 4.733388
117.61 135.23 4.239270e-01 4.906977
52.22 112.40 -1.599445e+00 4.722064
93.76 98.26 -3.140671e-01 4.587617
153.56 116.40 1.536333e+00 4.757033
150.39 184.89 1.438243e+00 5.219761
121.22 120.97 5.356317e-01 4.795543
117.95 144.23 4.344477e-01 4.971409
95.02 157.01 -2.750787e-01 5.056310
84.01 88.09 -6.157627e-01 4.478359
83.83 165.33 -6.213325e-01 5.107944
113.62 208.14 3.004638e-01 5.338211
71.70 118.75 -9.966729e-01 4.777020
125.05 133.33 6.541440e-01 4.892827
85.64 104.73 -5.653254e-01 4.651386
135.03 152.31 9.629566e-01 5.025918
135.63 119.38 9.815225e-01 4.782312
70.25 168.27 -1.041540e+00 5.125570
127.89 111.90 7.420225e-01 4.717606
130.69 133.53 8.286633e-01 4.894326
105.18 85.31 3.930368e-02 4.446292
69.25 131.49 -1.072484e+00 4.878931
70.47 78.30 -1.034733e+00 4.360548
109.41 112.98 1.701932e-01 4.727211
105.23 134.78 4.085083e-02 4.903644
144.74 208.47 1.263415e+00 5.339795
106.74 115.91 8.757498e-02 4.752814
106.14 91.60 6.900910e-02 4.517431
133.57 119.65 9.177796e-01 4.784571
77.91 83.18 -8.045159e-01 4.421007
47.42 106.52 -1.747972e+00 4.668333
115.81 204.02 3.682293e-01 5.318218
92.01 157.38 -3.682176e-01 5.058663
111.46 117.53 2.336266e-01 4.766694
112.20 104.01 2.565246e-01 4.644487
54.49 48.28 -1.529204e+00 3.877017
76.43 79.31 -8.503118e-01 4.373364
165.12 153.34 1.894036e+00 5.032658
85.27 107.32 -5.767744e-01 4.675815
139.83 139.63 1.111484e+00 4.938996
50.38 93.11 -1.656381e+00 4.533782
78.92 111.33 -7.732634e-01 4.712499
93.32 163.61 -3.276820e-01 5.097486
114.12 156.11 3.159354e-01 5.050561
38.54 89.84 -2.022748e+00 4.498030
91.35 169.58 -3.886400e-01 5.133325
105.73 82.18 5.632241e-02 4.408912
99.73 162.39 -1.293365e-01 5.090001
112.73 131.85 2.729244e-01 4.881665
40.72 151.44 -1.955292e+00 5.020189
92.95 138.36 -3.391310e-01 4.929859
84.25 130.13 -6.083364e-01 4.868534
70.64 113.32 -1.029473e+00 4.730216
115.89 169.65 3.707048e-01 5.133737
106.19 125.65 7.055625e-02 4.833500
81.44 148.80 -6.952866e-01 5.002603
104.74 144.54 2.568869e-02 4.973556
98.45 194.72 -1.689437e-01 5.271563
134.20 118.89 9.372738e-01 4.778199
66.25 95.63 -1.165313e+00 4.560487
43.82 69.92 -1.859368e+00 4.247352
126.90 159.61 7.113888e-01 5.072733

gather

  • gather becomes very useful when we are dealing with a variable that’s spread across multiple columns (usually because it’s conditioned on another variable)
  • Put differently, gather is used to convert wide dataframes into long dataframes
  • gather is a bit more complicated than select and filter and requires three arguments: “key”, “value”, and all the columns we want to gather

Gathering a variable

  • In our data set, we see there that “day1_score” and “day2_score” scores are each a separate variable. However, if we think about it, “score” is actually just one variable and “day” is another.
  • gather to the rescue!
my_data %>%
  gather(key = "day", value = "score", day1_score:day2_score) %>%
  knitr::kable()
ID gender age smoker religion cesd1 cesd2 day score
1 female 20 FALSE Atheist 6 5 day1_score 105.10
2 female 21 FALSE Christian 7 3 day1_score 80.43
3 female 18 FALSE Buddhist 5 5 day1_score 113.19
4 female 24 FALSE Atheist 5 6 day1_score 55.96
5 male 18 FALSE Christian 5 7 day1_score 52.98
6 female 20 FALSE Atheist 5 6 day1_score 119.63
7 male 20 FALSE Buddhist 4 6 day1_score 77.43
8 male 18 FALSE Muslim 4 5 day1_score 175.27
9 male 22 TRUE Christian 5 3 day1_score 165.36
10 male 22 FALSE Muslim 5 7 day1_score 85.21
11 male 23 FALSE Atheist 4 6 day1_score 118.40
12 male 21 FALSE Muslim 5 8 day1_score 84.83
13 male 17 FALSE Atheist 6 10 day1_score 148.70
14 female 23 FALSE Muslim 6 7 day1_score 50.22
15 male 20 FALSE Atheist 4 8 day1_score 110.39
16 male 17 FALSE Hindu 5 5 day1_score 72.64
17 female 18 FALSE Hindu 6 4 day1_score 146.05
18 male 20 FALSE Muslim 4 8 day1_score 96.71
19 male 20 TRUE Buddhist 7 7 day1_score 134.12
20 female 21 FALSE Atheist 4 6 day1_score 117.68
21 male 21 FALSE Christian 4 7 day1_score 143.04
22 female 22 FALSE Atheist 4 3 day1_score 68.37
23 male 21 FALSE Buddhist 5 6 day1_score 111.24
24 male 23 FALSE Atheist 4 4 day1_score 126.99
25 male 19 FALSE Christian 3 6 day1_score 123.28
26 female 20 TRUE Christian 6 7 day1_score 54.57
27 male 23 FALSE Atheist 4 7 day1_score 137.96
28 male 22 FALSE Atheist 3 2 day1_score 107.26
29 female 18 FALSE Atheist 7 7 day1_score 83.80
30 female 18 FALSE Atheist 6 3 day1_score 157.70
31 male 22 FALSE Christian 5 4 day1_score 52.16
32 female 20 FALSE Muslim 5 2 day1_score 77.16
33 male 19 FALSE Muslim 5 7 day1_score 66.41
34 female 21 FALSE Christian 6 7 day1_score 148.20
35 female 20 FALSE Atheist 6 2 day1_score 168.21
36 male 23 FALSE Muslim 5 9 day1_score 92.79
37 male 17 FALSE Atheist 3 6 day1_score 135.11
38 female 17 FALSE Buddhist 5 4 day1_score 72.55
39 male 20 TRUE Atheist 7 2 day1_score 131.97
40 female 21 TRUE Atheist 6 6 day1_score 171.40
41 male 21 FALSE Atheist 7 6 day1_score 112.19
42 male 22 FALSE Atheist 5 5 day1_score 128.24
43 male 20 TRUE Christian 2 7 day1_score 210.06
44 male 21 FALSE Atheist 5 5 day1_score 108.49
45 female 18 FALSE Atheist 4 6 day1_score 116.25
46 male 18 TRUE Buddhist 6 4 day1_score 95.41
47 female 18 FALSE Christian 4 3 day1_score 110.12
48 female 16 FALSE Christian 5 10 day1_score 88.88
49 male 21 FALSE Atheist 6 7 day1_score 182.75
50 female 19 FALSE Atheist 6 7 day1_score 129.44
51 female 21 FALSE Christian 4 4 day1_score 92.07
52 female 22 FALSE Atheist 5 5 day1_score 36.87
53 male 20 FALSE Buddhist 4 7 day1_score 65.83
54 male 19 FALSE Atheist 3 6 day1_score 69.39
55 female 23 FALSE Hindu 6 6 day1_score 117.74
56 male 21 TRUE Muslim 6 7 day1_score 149.16
57 male 19 FALSE Atheist 4 7 day1_score 40.03
58 male 20 FALSE Buddhist 6 6 day1_score 157.67
59 female 19 FALSE Christian 6 6 day1_score 95.95
60 female 17 FALSE Buddhist 6 -2 day1_score 73.23
61 female 22 FALSE Muslim 6 9 day1_score 93.15
62 female 23 FALSE Christian 4 9 day1_score 86.91
63 female 20 FALSE Muslim 5 5 day1_score 97.31
64 male 20 FALSE Christian 5 8 day1_score 122.93
65 female 18 FALSE Atheist 5 4 day1_score 84.27
66 female 20 FALSE Atheist 4 1 day1_score 45.41
67 female 19 FALSE Christian 5 7 day1_score 92.79
68 female 17 TRUE Atheist 4 7 day1_score 130.40
69 male 22 FALSE Buddhist 4 7 day1_score 80.46
70 male 19 FALSE Christian 5 8 day1_score 90.44
71 male 20 FALSE Atheist 4 8 day1_score 160.32
72 male 20 FALSE Atheist 5 5 day1_score 72.31
73 female 22 FALSE Christian 7 8 day1_score 138.70
74 male 21 FALSE Hindu 3 4 day1_score 135.84
75 male 23 FALSE Hindu 4 4 day1_score 102.17
76 male 17 FALSE Hindu 6 9 day1_score 69.95
77 female 21 FALSE Atheist 6 7 day1_score 96.88
78 male 19 TRUE Christian 5 3 day1_score 126.38
79 female 20 FALSE Christian 5 5 day1_score 73.01
80 female 18 FALSE Atheist 3 3 day1_score 73.51
81 male 20 TRUE Atheist 5 5 day1_score 71.51
82 male 21 FALSE Christian 6 6 day1_score 73.67
83 male 22 FALSE Buddhist 6 9 day1_score 126.15
84 female 19 TRUE Atheist 4 4 day1_score 110.30
85 female 22 FALSE Christian 6 7 day1_score 117.73
86 male 20 FALSE Atheist 5 7 day1_score 99.76
87 male 20 TRUE Muslim 5 8 day1_score 100.96
88 male 19 FALSE Christian 4 8 day1_score 134.90
89 male 22 FALSE Buddhist 6 4 day1_score 87.93
90 female 20 FALSE Christian 6 3 day1_score 107.79
91 female 22 FALSE Christian 5 7 day1_score 123.16
92 male 21 FALSE Atheist 6 4 day1_score 117.33
93 female 22 FALSE Muslim 5 8 day1_score 145.38
94 female 17 FALSE Buddhist 6 3 day1_score 107.31
95 male 22 FALSE Atheist 5 6 day1_score 135.89
96 male 18 FALSE Atheist 7 5 day1_score 107.08
97 male 17 FALSE Atheist 5 6 day1_score 120.62
98 male 20 FALSE Atheist 4 8 day1_score 141.73
99 male 19 FALSE Atheist 3 7 day1_score 111.47
100 male 17 FALSE Muslim 5 7 day1_score 85.22
101 female 22 TRUE Muslim 4 4 day1_score 130.90
102 male 23 FALSE Atheist 4 8 day1_score 132.35
103 female 17 FALSE Christian 5 5 day1_score 66.40
104 male 20 FALSE Christian 6 11 day1_score 62.44
105 female 19 FALSE Buddhist 4 5 day1_score 153.16
106 female 21 FALSE Christian 4 8 day1_score 75.24
107 female 18 FALSE Muslim 6 5 day1_score 92.17
108 female 23 TRUE Atheist 6 6 day1_score 144.60
109 female 19 FALSE Atheist 3 8 day1_score 74.28
110 female 17 FALSE Atheist 4 6 day1_score 117.18
111 male 17 FALSE Hindu 6 4 day1_score 105.91
112 male 21 FALSE Hindu 7 6 day1_score 108.65
113 female 21 FALSE Muslim 4 6 day1_score 103.72
114 male 18 FALSE Muslim 4 2 day1_score 89.70
115 male 20 FALSE Christian 4 8 day1_score 111.57
116 female 21 FALSE Atheist 5 8 day1_score 135.93
117 male 22 FALSE Christian 5 7 day1_score 61.62
118 male 22 FALSE Christian 5 7 day1_score 98.03
119 male 22 FALSE Atheist 5 4 day1_score 124.72
120 male 19 TRUE Atheist 4 7 day1_score 137.33
121 female 20 FALSE Buddhist 5 4 day1_score 81.16
122 male 22 FALSE Atheist 5 4 day1_score 120.38
123 female 17 FALSE Christian 4 6 day1_score 153.00
124 male 23 FALSE Christian 4 7 day1_score 135.39
125 female 20 FALSE Hindu 5 7 day1_score 106.24
126 female 20 FALSE Christian 5 6 day1_score 99.23
127 male 20 FALSE Atheist 4 5 day1_score 161.32
128 male 20 FALSE Muslim 5 3 day1_score 57.59
129 female 21 FALSE Muslim 3 7 day1_score 96.10
130 female 18 FALSE Muslim 6 7 day1_score 52.17
131 female 19 FALSE Atheist 3 6 day1_score 103.01
132 male 21 FALSE Christian 4 5 day1_score 140.07
133 female 22 TRUE Buddhist 6 7 day1_score 161.87
134 male 22 FALSE Atheist 6 5 day1_score 119.85
135 male 26 FALSE Atheist 5 3 day1_score 139.96
136 male 17 FALSE Atheist 4 7 day1_score 77.88
137 male 21 FALSE Atheist 5 7 day1_score 7.31
138 male 22 FALSE Buddhist 7 6 day1_score 121.14
139 female 17 FALSE Muslim 4 7 day1_score 100.27
140 female 19 FALSE Atheist 6 7 day1_score 109.59
141 male 18 FALSE Christian 6 9 day1_score 77.14
142 female 20 FALSE Hindu 5 7 day1_score 78.64
143 female 20 FALSE Christian 6 6 day1_score 113.94
144 male 17 FALSE Christian 5 7 day1_score 83.79
145 female 22 FALSE Atheist 6 10 day1_score 76.50
146 male 20 FALSE Atheist 5 10 day1_score 134.89
147 female 23 FALSE Muslim 6 7 day1_score 94.62
148 male 19 FALSE Atheist 5 5 day1_score 67.64
149 male 19 FALSE Muslim 6 9 day1_score 108.65
150 male 19 FALSE Muslim 4 4 day1_score 54.03
151 female 17 FALSE Atheist 4 5 day1_score 123.15
152 female 22 FALSE Muslim 6 4 day1_score 21.75
153 male 19 FALSE Christian 6 6 day1_score 89.02
154 female 17 FALSE Atheist 5 9 day1_score 82.12
155 male 18 FALSE Buddhist 6 3 day1_score 93.10
156 female 20 FALSE Atheist 5 6 day1_score 60.13
157 male 21 FALSE Buddhist 5 9 day1_score 67.76
158 female 18 FALSE Christian 5 7 day1_score 90.71
159 female 24 FALSE Atheist 6 11 day1_score 132.46
160 female 18 FALSE Christian 5 4 day1_score 96.84
161 male 19 TRUE Christian 7 8 day1_score 159.69
162 male 17 FALSE Atheist 5 5 day1_score 112.35
163 male 20 FALSE Atheist 6 6 day1_score 115.92
164 female 18 FALSE Atheist 5 6 day1_score 133.05
165 female 20 FALSE Atheist 6 10 day1_score 142.57
166 female 20 FALSE Atheist 6 5 day1_score 104.78
167 female 18 FALSE Christian 5 9 day1_score 64.54
168 male 20 TRUE Atheist 5 10 day1_score 136.60
169 male 21 FALSE Atheist 4 7 day1_score 131.40
170 female 20 FALSE Atheist 4 8 day1_score 158.14
171 female 22 FALSE Hindu 5 3 day1_score 131.93
172 female 23 FALSE Muslim 5 9 day1_score 64.77
173 male 22 TRUE Christian 5 8 day1_score 180.55
174 female 20 FALSE Christian 5 5 day1_score 103.79
175 male 20 FALSE Atheist 6 4 day1_score 145.12
176 male 21 FALSE Muslim 5 5 day1_score 72.84
177 female 21 FALSE Atheist 6 8 day1_score 139.54
178 female 20 FALSE Atheist 5 7 day1_score 62.95
179 male 18 FALSE Muslim 4 5 day1_score 77.49
180 male 20 FALSE Buddhist 7 9 day1_score 92.16
181 female 22 FALSE Atheist 5 7 day1_score 50.77
182 female 20 TRUE Muslim 6 7 day1_score 136.89
183 male 18 FALSE Christian 5 8 day1_score 73.91
184 male 20 FALSE Christian 5 3 day1_score 134.75
185 male 17 FALSE Christian 6 6 day1_score 81.68
186 male 21 FALSE Atheist 6 8 day1_score 52.69
187 female 19 FALSE Hindu 6 7 day1_score 95.69
188 female 19 FALSE Christian 4 7 day1_score 48.89
189 female 19 FALSE Hindu 7 5 day1_score 74.61
190 female 18 FALSE Muslim 4 5 day1_score 130.69
191 female 17 FALSE Atheist 4 3 day1_score 117.14
192 male 18 FALSE Atheist 4 5 day1_score 79.41
193 female 23 FALSE Atheist 5 8 day1_score 93.74
194 female 19 FALSE Christian 6 9 day1_score 129.94
195 female 19 FALSE Buddhist 5 6 day1_score 75.31
196 male 18 FALSE Atheist 5 3 day1_score 39.91
197 male 21 TRUE Hindu 3 6 day1_score 63.88
198 female 22 FALSE Christian 7 7 day1_score 82.12
199 female 22 FALSE Atheist 7 7 day1_score 122.08
200 male 20 TRUE Christian 7 10 day1_score 143.58
201 male 22 FALSE Christian 5 7 day1_score 129.10
202 female 18 FALSE Muslim 4 7 day1_score 109.66
203 male 21 FALSE Christian 5 5 day1_score 84.99
204 female 22 FALSE Hindu 3 4 day1_score 43.84
205 female 23 FALSE Christian 5 5 day1_score 93.12
206 male 21 FALSE Muslim 3 8 day1_score 164.43
207 female 19 FALSE Atheist 5 6 day1_score 82.53
208 female 24 TRUE Hindu 5 7 day1_score 111.18
209 female 23 FALSE Buddhist 5 9 day1_score 149.63
210 female 20 FALSE Atheist 4 4 day1_score 48.91
211 female 18 FALSE Atheist 6 9 day1_score 68.96
212 male 16 FALSE Christian 6 5 day1_score 136.77
213 female 21 FALSE Muslim 5 3 day1_score 101.63
214 male 18 TRUE Muslim 6 7 day1_score 130.49
215 female 22 TRUE Muslim 6 6 day1_score 138.01
216 female 18 FALSE Christian 5 10 day1_score 90.66
217 male 21 FALSE Christian 6 7 day1_score 141.43
218 male 20 FALSE Muslim 5 5 day1_score 189.82
219 male 23 TRUE Atheist 6 6 day1_score 131.71
220 female 21 FALSE Muslim 6 7 day1_score 92.03
221 male 20 FALSE Christian 5 6 day1_score 108.13
222 female 21 FALSE Muslim 7 4 day1_score 98.67
223 male 19 FALSE Atheist 4 6 day1_score 137.66
224 female 18 FALSE Atheist 7 5 day1_score 98.96
225 female 17 FALSE Atheist 6 7 day1_score 111.49
226 female 18 FALSE Atheist 5 10 day1_score 87.68
227 male 23 FALSE Buddhist 6 9 day1_score 77.53
228 female 25 FALSE Atheist 4 4 day1_score 87.68
229 female 21 FALSE Atheist 6 6 day1_score 127.04
230 female 22 FALSE Atheist 6 3 day1_score 78.31
231 female 21 FALSE Atheist 4 8 day1_score 121.81
232 male 21 FALSE Atheist 4 7 day1_score 110.64
233 male 19 FALSE Buddhist 5 6 day1_score 107.29
234 male 24 FALSE Atheist 6 2 day1_score 87.81
235 male 25 FALSE Hindu 4 2 day1_score 49.27
236 male 16 FALSE Buddhist 4 8 day1_score 114.41
237 female 22 TRUE Christian 5 4 day1_score 118.15
238 male 20 FALSE Christian 5 7 day1_score 125.49
239 male 21 FALSE Christian 7 9 day1_score 96.60
240 male 22 FALSE Muslim 5 4 day1_score 145.06
241 male 20 FALSE Christian 4 0 day1_score 102.78
242 male 21 FALSE Atheist 4 5 day1_score 115.07
243 male 19 FALSE Christian 5 9 day1_score 71.80
244 female 22 FALSE Buddhist 6 4 day1_score 14.34
245 female 21 TRUE Atheist 5 8 day1_score 51.36
246 female 20 FALSE Atheist 4 8 day1_score 78.24
247 male 22 FALSE Atheist 5 3 day1_score 91.69
248 female 20 TRUE Atheist 5 6 day1_score 126.50
249 male 21 FALSE Christian 6 5 day1_score 104.82
250 male 19 FALSE Atheist 2 9 day1_score 105.88
251 male 22 FALSE Atheist 6 7 day1_score 108.37
252 male 22 FALSE Christian 6 5 day1_score 72.73
253 male 23 FALSE Atheist 6 11 day1_score 58.90
254 female 21 FALSE Atheist 4 6 day1_score 103.15
255 female 21 TRUE Atheist 6 4 day1_score 121.63
256 male 19 FALSE Hindu 5 8 day1_score 110.65
257 male 19 TRUE Christian 6 6 day1_score 68.42
258 female 21 FALSE Muslim 4 3 day1_score 120.32
259 male 19 FALSE Christian 6 4 day1_score 131.41
260 female 20 FALSE Hindu 6 2 day1_score 114.64
261 female 22 FALSE Christian 5 5 day1_score 79.85
262 male 21 FALSE Atheist 6 8 day1_score 93.67
263 male 25 TRUE Muslim 5 5 day1_score 142.03
264 male 20 FALSE Christian 4 7 day1_score 131.54
265 female 18 TRUE Atheist 6 8 day1_score 157.97
266 male 19 FALSE Muslim 4 5 day1_score 131.91
267 male 23 FALSE Buddhist 7 5 day1_score 128.44
268 female 19 FALSE Hindu 5 6 day1_score 96.56
269 female 20 FALSE Atheist 5 5 day1_score 141.15
270 female 19 FALSE Muslim 4 7 day1_score 154.24
271 female 21 FALSE Hindu 5 4 day1_score 171.57
272 female 24 FALSE Christian 2 4 day1_score 40.37
273 female 23 FALSE Muslim 5 8 day1_score 39.60
274 female 18 FALSE Christian 4 9 day1_score 90.57
275 female 23 FALSE Buddhist 5 6 day1_score 121.59
276 male 22 FALSE Atheist 6 9 day1_score 118.89
277 male 19 TRUE Atheist 5 7 day1_score 61.03
278 male 18 FALSE Hindu 5 6 day1_score 106.92
279 female 17 FALSE Muslim 4 5 day1_score 115.17
280 female 20 FALSE Atheist 6 4 day1_score 159.32
281 female 18 FALSE Atheist 7 8 day1_score 80.11
282 female 22 FALSE Atheist 4 4 day1_score 113.22
283 female 19 FALSE Christian 4 5 day1_score 69.43
284 male 18 FALSE Muslim 5 5 day1_score 121.11
285 female 19 FALSE Atheist 5 6 day1_score 159.10
286 female 20 FALSE Atheist 5 7 day1_score 90.21
287 female 18 FALSE Atheist 5 8 day1_score 115.21
288 male 18 FALSE Christian 5 7 day1_score 61.36
289 male 22 FALSE Christian 7 0 day1_score 91.97
290 female 18 FALSE Christian 4 8 day1_score 87.66
291 female 22 FALSE Atheist 4 9 day1_score 102.71
292 female 23 FALSE Muslim 6 9 day1_score 67.01
293 male 22 FALSE Atheist 6 3 day1_score 57.49
294 female 20 FALSE Christian 4 9 day1_score 91.22
295 female 17 TRUE Christian 5 4 day1_score 124.08
296 male 19 FALSE Atheist 5 8 day1_score 105.39
297 male 17 TRUE Christian 4 8 day1_score 179.16
298 male 20 FALSE Christian 5 6 day1_score 85.72
299 female 20 FALSE Muslim 6 4 day1_score 119.23
300 female 19 FALSE Atheist 5 5 day1_score 62.48
301 female 18 FALSE Buddhist 6 6 day1_score 120.94
302 male 21 FALSE Christian 4 5 day1_score 77.80
303 male 20 FALSE Christian 4 10 day1_score 75.77
304 male 18 FALSE Christian 4 7 day1_score 111.98
305 male 21 FALSE Muslim 5 6 day1_score 65.94
306 male 19 TRUE Buddhist 5 5 day1_score 97.45
307 female 23 FALSE Buddhist 3 4 day1_score 158.23
308 male 18 TRUE Christian 5 6 day1_score 111.18
309 male 18 FALSE Christian 5 7 day1_score 64.97
310 female 22 FALSE Christian 6 5 day1_score 149.65
311 male 17 FALSE Christian 4 5 day1_score 99.79
312 female 18 FALSE Atheist 5 3 day1_score 92.02
313 female 21 FALSE Muslim 6 6 day1_score 63.09
314 male 20 FALSE Muslim 4 7 day1_score 60.40
315 female 21 FALSE Christian 6 6 day1_score 118.64
316 female 17 FALSE Buddhist 4 6 day1_score 107.20
317 female 21 FALSE Christian 4 8 day1_score 93.48
318 male 14 FALSE Atheist 4 7 day1_score 116.11
319 male 22 FALSE Buddhist 5 7 day1_score 71.91
320 female 19 FALSE Christian 5 8 day1_score 130.65
321 female 19 TRUE Atheist 4 4 day1_score 96.23
322 male 20 FALSE Christian 5 7 day1_score 68.03
323 female 21 FALSE Atheist 4 8 day1_score 89.25
324 male 20 FALSE Christian 5 5 day1_score 93.43
325 female 22 FALSE Atheist 6 4 day1_score 89.57
326 male 21 FALSE Christian 6 6 day1_score 83.91
327 male 17 FALSE Atheist 4 9 day1_score 84.61
328 male 21 FALSE Atheist 5 3 day1_score 102.81
329 female 21 FALSE Christian 5 7 day1_score 111.62
330 female 18 FALSE Christian 7 7 day1_score 150.27
331 male 22 FALSE Atheist 7 6 day1_score 89.23
332 male 22 FALSE Buddhist 6 8 day1_score 101.83
333 male 22 TRUE Christian 4 8 day1_score 97.57
334 male 19 FALSE Atheist 4 9 day1_score 100.58
335 female 14 FALSE Christian 5 5 day1_score 74.45
336 female 20 FALSE Christian 5 7 day1_score 105.90
337 male 20 FALSE Atheist 5 8 day1_score 71.55
338 male 19 FALSE Atheist 5 5 day1_score 86.98
339 male 21 FALSE Atheist 5 8 day1_score 100.55
340 male 17 FALSE Christian 3 5 day1_score 45.47
341 male 20 FALSE Atheist 5 5 day1_score 79.40
342 female 20 FALSE Atheist 4 3 day1_score 120.10
343 male 20 FALSE Muslim 6 4 day1_score 47.17
344 male 22 FALSE Atheist 5 1 day1_score 97.88
345 female 19 FALSE Muslim 4 5 day1_score 127.47
346 female 19 TRUE Christian 5 5 day1_score 165.56
347 male 17 FALSE Atheist 5 5 day1_score 32.96
348 male 16 FALSE Christian 6 6 day1_score 93.30
349 female 21 FALSE Buddhist 6 2 day1_score 75.39
350 male 19 FALSE Hindu 4 6 day1_score 37.66
351 female 17 FALSE Atheist 5 4 day1_score 138.78
352 female 21 TRUE Christian 5 8 day1_score 174.12
353 male 21 FALSE Christian 4 4 day1_score 159.12
354 male 17 TRUE Christian 4 9 day1_score 156.94
355 female 22 FALSE Hindu 4 3 day1_score 131.62
356 female 18 FALSE Buddhist 5 6 day1_score 74.32
357 male 20 TRUE Buddhist 5 5 day1_score 169.94
358 male 17 FALSE Atheist 4 3 day1_score 111.83
359 female 19 FALSE Christian 6 3 day1_score 87.21
360 male 19 FALSE Christian 4 5 day1_score 81.29
361 male 19 FALSE Atheist 6 7 day1_score 46.61
362 female 19 TRUE Buddhist 4 0 day1_score 113.03
363 female 21 TRUE Atheist 6 5 day1_score 109.88
364 male 18 FALSE Atheist 5 8 day1_score 156.60
365 female 19 FALSE Atheist 4 9 day1_score 71.39
366 male 19 FALSE Atheist 4 7 day1_score 110.93
367 male 19 FALSE Atheist 5 8 day1_score 87.79
368 female 22 FALSE Atheist 7 8 day1_score 104.05
369 male 22 FALSE Christian 4 8 day1_score 87.15
370 male 19 FALSE Muslim 6 5 day1_score 118.99
371 female 16 FALSE Buddhist 4 5 day1_score 80.03
372 female 22 FALSE Buddhist 5 5 day1_score 135.96
373 female 21 FALSE Christian 6 11 day1_score 87.24
374 female 17 FALSE Atheist 6 6 day1_score 112.47
375 male 17 FALSE Christian 6 2 day1_score 96.38
376 female 21 FALSE Atheist 5 8 day1_score 69.68
377 female 16 FALSE Christian 3 6 day1_score 111.26
378 male 23 TRUE Atheist 4 1 day1_score 115.60
379 female 23 FALSE Atheist 4 4 day1_score 107.57
380 male 17 TRUE Atheist 4 6 day1_score 140.94
381 male 19 FALSE Christian 4 1 day1_score 131.25
382 female 20 FALSE Muslim 6 2 day1_score 77.44
383 female 20 TRUE Atheist 6 4 day1_score 128.84
384 female 24 FALSE Christian 6 5 day1_score 57.33
385 female 21 FALSE Muslim 6 4 day1_score 75.62
386 female 19 FALSE Atheist 4 6 day1_score 127.51
387 male 22 FALSE Christian 5 6 day1_score 104.32
388 male 20 FALSE Atheist 4 7 day1_score 89.11
389 female 21 FALSE Atheist 5 5 day1_score 127.46
390 female 18 FALSE Atheist 4 10 day1_score 114.05
391 male 19 FALSE Atheist 5 8 day1_score 111.94
392 male 20 FALSE Buddhist 6 8 day1_score 119.13
393 male 19 FALSE Christian 5 8 day1_score 47.01
394 male 19 FALSE Christian 5 8 day1_score 109.71
395 male 18 TRUE Atheist 4 9 day1_score 105.74
396 female 20 FALSE Atheist 5 4 day1_score 84.47
397 female 20 FALSE Christian 3 6 day1_score 141.54
398 female 20 FALSE Hindu 5 8 day1_score 121.77
399 male 19 FALSE Muslim 5 4 day1_score 87.84
400 female 17 FALSE Christian 5 8 day1_score 70.93
401 male 22 FALSE Christian 6 3 day1_score 73.94
402 male 21 FALSE Atheist 5 5 day1_score 121.89
403 male 23 FALSE Christian 6 5 day1_score 111.52
404 male 19 TRUE Atheist 6 6 day1_score 175.51
405 male 18 FALSE Buddhist 6 10 day1_score 88.03
406 male 24 TRUE Atheist 5 7 day1_score 157.59
407 female 22 FALSE Atheist 6 4 day1_score 168.86
408 male 19 FALSE Atheist 5 8 day1_score 88.13
409 female 20 FALSE Atheist 6 4 day1_score 111.83
410 male 21 FALSE Atheist 5 4 day1_score 109.39
411 female 21 FALSE Christian 5 4 day1_score 109.82
412 male 17 FALSE Christian 6 8 day1_score 88.05
413 female 19 FALSE Atheist 6 5 day1_score 97.89
414 female 20 FALSE Muslim 7 9 day1_score 202.06
415 female 18 TRUE Hindu 5 2 day1_score 131.47
416 male 20 FALSE Buddhist 5 7 day1_score 105.76
417 female 18 FALSE Atheist 4 6 day1_score 81.54
418 female 22 TRUE Hindu 5 6 day1_score 133.45
419 male 21 FALSE Christian 3 3 day1_score 141.64
420 female 20 FALSE Atheist 4 3 day1_score 155.48
421 female 20 FALSE Buddhist 6 5 day1_score 87.77
422 female 21 FALSE Atheist 4 6 day1_score 143.18
423 male 19 FALSE Atheist 5 7 day1_score 51.49
424 male 25 FALSE Buddhist 6 5 day1_score 99.66
425 female 20 FALSE Atheist 5 2 day1_score 112.26
426 male 20 FALSE Christian 4 2 day1_score 86.04
427 female 19 FALSE Atheist 6 9 day1_score 118.67
428 male 18 FALSE Atheist 6 6 day1_score 128.86
429 female 18 FALSE Hindu 6 7 day1_score 107.21
430 female 21 FALSE Atheist 5 7 day1_score 145.37
431 female 20 FALSE Atheist 4 5 day1_score 60.55
432 male 17 FALSE Christian 5 9 day1_score 98.52
433 female 23 FALSE Atheist 6 7 day1_score 117.23
434 male 20 FALSE Atheist 4 5 day1_score 133.02
435 female 19 FALSE Muslim 4 6 day1_score 79.44
436 female 17 FALSE Christian 4 7 day1_score 116.62
437 male 21 FALSE Christian 3 8 day1_score 58.40
438 male 18 FALSE Hindu 5 4 day1_score 146.22
439 female 21 FALSE Christian 6 4 day1_score 60.58
440 female 21 FALSE Atheist 5 5 day1_score 135.34
441 female 20 FALSE Christian 4 4 day1_score 123.26
442 female 18 FALSE Christian 6 8 day1_score 122.85
443 male 19 FALSE Christian 6 6 day1_score 59.11
444 male 23 FALSE Buddhist 5 4 day1_score 97.35
445 male 24 FALSE Atheist 5 0 day1_score 133.47
446 female 22 FALSE Atheist 5 5 day1_score 39.80
447 female 21 FALSE Atheist 5 9 day1_score 159.54
448 male 23 FALSE Muslim 6 5 day1_score 121.51
449 female 20 FALSE Atheist 5 4 day1_score 108.67
450 female 22 FALSE Atheist 6 10 day1_score 125.55
451 female 19 FALSE Muslim 4 7 day1_score 139.84
452 female 17 FALSE Atheist 6 3 day1_score 72.49
453 female 22 FALSE Atheist 4 8 day1_score 93.30
454 female 22 FALSE Atheist 6 6 day1_score 96.47
455 male 19 FALSE Christian 5 8 day1_score 96.13
456 male 22 FALSE Muslim 6 7 day1_score 134.74
457 male 16 FALSE Atheist 5 9 day1_score 73.50
458 male 19 FALSE Buddhist 5 5 day1_score 139.70
459 female 22 FALSE Buddhist 5 2 day1_score 136.03
460 male 25 TRUE Atheist 4 6 day1_score 102.30
461 female 17 FALSE Atheist 3 10 day1_score 91.32
462 female 20 FALSE Buddhist 4 3 day1_score 143.29
463 female 18 FALSE Atheist 6 7 day1_score 145.47
464 female 20 FALSE Buddhist 6 6 day1_score 112.76
465 male 21 FALSE Buddhist 3 6 day1_score 122.52
466 male 20 FALSE Atheist 6 8 day1_score 98.95
467 male 20 FALSE Muslim 5 6 day1_score 74.27
468 female 19 FALSE Muslim 6 7 day1_score 106.76
469 female 20 FALSE Christian 6 6 day1_score 109.06
470 male 21 FALSE Atheist 5 7 day1_score 87.33
471 male 23 FALSE Christian 5 6 day1_score 87.47
472 male 22 FALSE Christian 6 6 day1_score 69.53
473 female 16 FALSE Buddhist 4 5 day1_score 71.45
474 male 20 FALSE Buddhist 5 6 day1_score 128.36
475 male 22 FALSE Muslim 3 7 day1_score 166.38
476 female 19 TRUE Atheist 7 6 day1_score 173.86
477 female 22 FALSE Hindu 4 2 day1_score 99.89
478 female 22 FALSE Atheist 5 5 day1_score 96.49
479 male 23 FALSE Hindu 4 6 day1_score 90.19
480 female 22 FALSE Christian 3 5 day1_score 65.21
481 male 19 FALSE Atheist 3 8 day1_score 90.21
482 female 21 FALSE Atheist 6 6 day1_score 89.05
483 female 18 FALSE Muslim 4 8 day1_score 38.04
484 male 17 TRUE Muslim 4 5 day1_score 117.52
485 male 18 FALSE Christian 6 6 day1_score 45.04
486 female 17 FALSE Atheist 5 6 day1_score 74.95
487 female 17 FALSE Buddhist 5 8 day1_score 140.71
488 male 22 FALSE Atheist 5 5 day1_score 68.68
489 male 21 FALSE Atheist 5 2 day1_score 129.21
490 male 22 TRUE Atheist 4 4 day1_score 179.06
491 female 17 TRUE Atheist 3 5 day1_score 140.31
492 male 20 FALSE Atheist 5 9 day1_score 64.48
493 male 17 TRUE Muslim 6 2 day1_score 113.14
494 female 22 FALSE Muslim 4 6 day1_score 71.05
495 female 18 FALSE Hindu 5 5 day1_score 67.10
496 female 22 FALSE Christian 5 8 day1_score 99.14
497 male 19 FALSE Christian 6 5 day1_score 112.14
498 female 20 FALSE Christian 5 4 day1_score 90.54
499 male 18 FALSE Christian 5 6 day1_score 62.47
500 male 20 FALSE Muslim 6 8 day1_score 63.87
501 female 20 FALSE Atheist 4 3 day1_score 66.23
502 male 20 TRUE Hindu 3 7 day1_score 90.42
503 female 19 FALSE Atheist 6 1 day1_score 89.25
504 female 20 FALSE Atheist 5 5 day1_score 44.60
505 female 22 FALSE Atheist 6 3 day1_score 130.17
506 male 17 FALSE Christian 4 8 day1_score 72.14
507 female 18 FALSE Hindu 4 8 day1_score 93.97
508 female 19 TRUE Atheist 5 7 day1_score 154.57
509 male 21 FALSE Atheist 5 10 day1_score 120.96
510 female 20 FALSE Christian 6 1 day1_score 103.37
511 male 22 FALSE Muslim 5 5 day1_score 103.53
512 female 21 TRUE Muslim 6 6 day1_score 155.60
513 male 20 FALSE Christian 7 4 day1_score 107.24
514 male 20 FALSE Muslim 5 7 day1_score 126.18
515 female 22 FALSE Christian 5 5 day1_score 83.70
516 female 21 FALSE Christian 5 7 day1_score 122.28
517 female 17 FALSE Atheist 5 7 day1_score 115.47
518 female 22 FALSE Buddhist 4 7 day1_score 176.21
519 female 18 FALSE Muslim 4 6 day1_score 61.05
520 male 18 FALSE Atheist 3 11 day1_score 147.82
521 female 24 FALSE Christian 6 11 day1_score 63.68
522 male 19 FALSE Atheist 6 3 day1_score 110.13
523 female 19 FALSE Atheist 4 3 day1_score 80.56
524 male 18 FALSE Muslim 6 6 day1_score 127.66
525 female 20 FALSE Christian 4 5 day1_score 139.43
526 female 20 FALSE Muslim 4 9 day1_score 92.90
527 male 22 FALSE Christian 4 8 day1_score 39.19
528 female 17 FALSE Christian 5 7 day1_score 138.81
529 male 21 FALSE Atheist 4 7 day1_score 96.29
530 male 18 FALSE Atheist 6 6 day1_score 129.59
531 male 21 FALSE Atheist 6 6 day1_score 109.38
532 female 22 FALSE Atheist 4 7 day1_score 114.77
533 female 18 TRUE Muslim 6 6 day1_score 91.74
534 male 18 FALSE Buddhist 6 4 day1_score 105.11
535 female 21 FALSE Muslim 4 7 day1_score 57.57
536 male 20 FALSE Atheist 4 6 day1_score 115.26
537 male 18 FALSE Atheist 5 9 day1_score 21.95
538 female 20 FALSE Christian 5 2 day1_score 22.45
539 female 17 FALSE Muslim 5 6 day1_score 55.03
540 female 15 FALSE Christian 5 7 day1_score 114.59
541 female 18 FALSE Christian 5 5 day1_score 121.15
542 female 17 FALSE Christian 4 8 day1_score 69.02
543 female 14 FALSE Christian 5 6 day1_score 96.03
544 female 18 FALSE Atheist 4 9 day1_score 112.88
545 male 23 FALSE Christian 4 7 day1_score 116.73
546 male 18 FALSE Buddhist 5 4 day1_score 37.22
547 female 17 FALSE Christian 6 5 day1_score 99.33
548 female 23 FALSE Muslim 5 8 day1_score 95.42
549 female 18 FALSE Atheist 5 6 day1_score 86.49
550 male 18 FALSE Atheist 3 6 day1_score 79.82
551 male 22 FALSE Christian 6 7 day1_score 103.55
552 male 22 FALSE Christian 5 3 day1_score 95.33
553 male 20 FALSE Muslim 4 7 day1_score 102.32
554 male 21 FALSE Atheist 4 8 day1_score 94.19
555 male 22 FALSE Christian 4 5 day1_score 74.65
556 female 19 FALSE Christian 6 10 day1_score 147.64
557 female 19 FALSE Buddhist 4 4 day1_score 83.92
558 female 20 FALSE Hindu 3 6 day1_score 74.85
559 female 21 FALSE Atheist 4 6 day1_score 66.11
560 male 22 FALSE Hindu 6 5 day1_score 75.12
561 female 21 TRUE Christian 4 5 day1_score 106.67
562 female 23 FALSE Muslim 5 5 day1_score 73.66
563 female 18 FALSE Christian 7 3 day1_score 136.25
564 female 22 FALSE Christian 6 8 day1_score 116.00
565 male 21 TRUE Christian 6 8 day1_score 132.09
566 male 21 FALSE Muslim 6 7 day1_score 47.74
567 male 20 FALSE Muslim 4 5 day1_score 136.41
568 female 21 FALSE Atheist 5 8 day1_score 149.11
569 male 16 FALSE Atheist 6 6 day1_score 72.04
570 male 21 FALSE Hindu 5 5 day1_score 124.25
571 female 20 FALSE Atheist 4 6 day1_score 99.22
572 male 19 FALSE Christian 5 6 day1_score 102.42
573 male 19 FALSE Christian 4 5 day1_score 95.71
574 male 18 FALSE Christian 4 7 day1_score 115.80
575 male 21 FALSE Christian 6 5 day1_score 47.37
576 female 23 FALSE Buddhist 5 6 day1_score 89.80
577 male 19 FALSE Muslim 5 7 day1_score 111.89
578 female 16 FALSE Atheist 5 8 day1_score 87.79
579 male 20 FALSE Muslim 5 2 day1_score 160.69
580 male 22 FALSE Christian 6 5 day1_score 77.35
581 male 21 FALSE Atheist 5 2 day1_score 125.77
582 female 17 FALSE Christian 7 5 day1_score 114.57
583 male 18 FALSE Christian 7 9 day1_score 132.24
584 male 17 FALSE Christian 6 8 day1_score 112.53
585 male 18 FALSE Muslim 7 7 day1_score 84.68
586 male 19 TRUE Muslim 4 10 day1_score 93.68
587 male 19 FALSE Atheist 5 5 day1_score 122.44
588 male 19 FALSE Hindu 4 6 day1_score 117.12
589 male 19 TRUE Atheist 5 7 day1_score 137.32
590 female 20 FALSE Hindu 6 7 day1_score 115.91
591 male 18 FALSE Muslim 6 5 day1_score 69.10
592 female 22 FALSE Christian 4 9 day1_score 82.54
593 male 21 FALSE Christian 4 3 day1_score 69.96
594 male 18 FALSE Buddhist 6 5 day1_score 114.54
595 male 22 TRUE Muslim 6 4 day1_score 111.63
596 male 21 FALSE Atheist 6 6 day1_score 97.47
597 male 22 FALSE Muslim 5 9 day1_score 94.60
598 female 22 FALSE Muslim 6 9 day1_score 126.54
599 male 21 FALSE Atheist 4 6 day1_score 53.85
600 male 20 FALSE Atheist 5 4 day1_score 59.38
601 female 19 TRUE Atheist 6 3 day1_score 101.60
602 male 23 FALSE Atheist 6 7 day1_score 77.58
603 female 17 FALSE Atheist 6 6 day1_score 199.92
604 female 16 FALSE Christian 4 6 day1_score 91.10
605 female 20 FALSE Atheist 7 6 day1_score 106.08
606 female 17 FALSE Atheist 5 7 day1_score 55.71
607 female 18 FALSE Atheist 6 5 day1_score 78.25
608 male 20 FALSE Atheist 6 8 day1_score 172.40
609 male 18 FALSE Atheist 5 9 day1_score 122.19
610 male 19 FALSE Atheist 5 3 day1_score 114.15
611 male 18 FALSE Hindu 7 8 day1_score 149.17
612 male 17 FALSE Buddhist 6 9 day1_score 110.72
613 male 20 FALSE Buddhist 3 4 day1_score 64.20
614 female 17 FALSE Christian 5 6 day1_score 125.64
615 female 18 FALSE Christian 4 7 day1_score 125.21
616 female 18 FALSE Christian 5 9 day1_score 124.33
617 female 19 FALSE Atheist 5 5 day1_score 73.01
618 female 18 FALSE Atheist 8 7 day1_score 67.95
619 male 18 FALSE Hindu 5 10 day1_score 56.77
620 male 22 FALSE Muslim 4 6 day1_score 92.06
621 female 19 FALSE Atheist 7 6 day1_score 163.97
622 female 24 FALSE Christian 4 8 day1_score 148.45
623 female 16 FALSE Atheist 4 8 day1_score 61.71
624 male 21 FALSE Atheist 5 6 day1_score 82.96
625 female 22 FALSE Christian 5 7 day1_score 96.31
626 female 20 FALSE Atheist 4 5 day1_score 117.41
627 male 19 FALSE Atheist 5 6 day1_score 81.58
628 female 20 FALSE Muslim 6 7 day1_score 95.23
629 male 21 TRUE Hindu 5 5 day1_score 101.04
630 male 21 FALSE Christian 5 4 day1_score 116.88
631 female 19 FALSE Atheist 6 5 day1_score 104.36
632 female 18 FALSE Atheist 5 8 day1_score 106.96
633 male 18 FALSE Christian 4 4 day1_score 116.68
634 male 20 FALSE Christian 4 4 day1_score 85.77
635 female 23 FALSE Muslim 4 3 day1_score 130.98
636 male 18 TRUE Atheist 6 7 day1_score 141.38
637 male 19 FALSE Atheist 6 7 day1_score 102.46
638 male 19 TRUE Muslim 6 9 day1_score 159.24
639 female 23 FALSE Hindu 5 6 day1_score 87.52
640 male 21 FALSE Christian 5 6 day1_score 125.89
641 female 22 FALSE Atheist 5 8 day1_score 91.14
642 male 20 TRUE Hindu 4 6 day1_score 132.39
643 female 22 FALSE Atheist 4 4 day1_score 46.91
644 male 18 FALSE Muslim 6 3 day1_score 43.47
645 male 20 FALSE Christian 6 7 day1_score 63.58
646 female 18 FALSE Atheist 4 6 day1_score 59.62
647 male 19 FALSE Atheist 5 6 day1_score 63.53
648 female 17 FALSE Muslim 4 7 day1_score 123.02
649 male 19 FALSE Atheist 4 6 day1_score 103.54
650 male 20 FALSE Atheist 4 6 day1_score 89.90
651 female 20 FALSE Atheist 5 3 day1_score 135.47
652 female 19 TRUE Atheist 6 5 day1_score 143.34
653 male 18 FALSE Christian 6 7 day1_score 120.36
654 male 17 FALSE Christian 6 9 day1_score 140.53
655 male 19 FALSE Atheist 6 5 day1_score 80.42
656 female 20 FALSE Atheist 4 4 day1_score 191.74
657 male 20 FALSE Muslim 6 7 day1_score 173.93
658 male 18 FALSE Atheist 3 10 day1_score 95.80
659 male 18 FALSE Muslim 6 6 day1_score 98.35
660 female 19 FALSE Atheist 6 2 day1_score 81.76
661 male 22 FALSE Hindu 5 5 day1_score 86.22
662 female 19 FALSE Atheist 5 4 day1_score 82.59
663 female 22 FALSE Christian 7 8 day1_score 62.24
664 female 19 FALSE Christian 4 7 day1_score 99.64
665 male 21 FALSE Atheist 5 6 day1_score 74.23
666 female 16 FALSE Muslim 3 9 day1_score 91.14
667 male 18 TRUE Christian 5 6 day1_score 152.18
668 female 19 FALSE Muslim 6 7 day1_score 120.19
669 male 19 FALSE Muslim 7 5 day1_score 123.23
670 female 22 FALSE Muslim 6 4 day1_score 159.64
671 male 19 FALSE Atheist 5 9 day1_score 118.44
672 male 18 FALSE Christian 6 4 day1_score 62.62
673 female 22 FALSE Christian 6 8 day1_score 108.18
674 female 21 FALSE Atheist 6 6 day1_score 135.35
675 female 19 FALSE Atheist 5 3 day1_score 186.42
676 male 19 FALSE Christian 5 2 day1_score 127.48
677 male 21 FALSE Atheist 6 7 day1_score 54.35
678 female 16 FALSE Christian 2 1 day1_score 118.50
679 female 19 TRUE Christian 5 9 day1_score 165.73
680 male 20 FALSE Atheist 4 7 day1_score 94.28
681 female 21 FALSE Christian 4 9 day1_score 34.02
682 male 18 FALSE Christian 5 4 day1_score 101.62
683 female 18 FALSE Christian 5 6 day1_score 103.77
684 male 24 TRUE Hindu 5 7 day1_score 137.28
685 female 18 FALSE Atheist 6 3 day1_score 56.80
686 female 21 FALSE Christian 5 3 day1_score 137.09
687 male 20 FALSE Atheist 6 3 day1_score 69.73
688 female 17 FALSE Christian 3 8 day1_score 117.23
689 female 19 FALSE Atheist 5 4 day1_score 100.81
690 female 23 FALSE Buddhist 5 8 day1_score 99.33
691 female 17 FALSE Atheist 6 6 day1_score 69.44
692 male 21 FALSE Atheist 4 8 day1_score 83.96
693 female 20 FALSE Atheist 4 8 day1_score 125.39
694 male 18 FALSE Atheist 4 8 day1_score 98.88
695 female 16 FALSE Atheist 5 7 day1_score 103.60
696 female 19 FALSE Christian 4 4 day1_score 124.61
697 female 21 FALSE Atheist 7 2 day1_score 144.08
698 male 20 FALSE Christian 5 8 day1_score 80.00
699 male 17 FALSE Atheist 5 6 day1_score 63.97
700 female 20 FALSE Buddhist 5 8 day1_score 131.43
701 female 19 FALSE Christian 5 9 day1_score 52.13
702 female 24 TRUE Hindu 6 7 day1_score 152.32
703 male 22 FALSE Christian 6 7 day1_score 100.83
704 male 19 FALSE Muslim 6 6 day1_score 135.22
705 male 17 FALSE Christian 6 6 day1_score 197.25
706 male 18 FALSE Atheist 6 3 day1_score 102.98
707 female 17 FALSE Muslim 5 6 day1_score 87.45
708 female 19 FALSE Christian 4 7 day1_score 59.39
709 male 20 FALSE Atheist 4 5 day1_score 155.29
710 female 19 FALSE Atheist 6 6 day1_score 93.44
711 male 21 FALSE Christian 5 9 day1_score 61.30
712 female 17 FALSE Atheist 5 4 day1_score 95.58
713 male 18 FALSE Hindu 5 5 day1_score 160.12
714 female 18 TRUE Atheist 5 5 day1_score 138.15
715 male 20 FALSE Atheist 5 8 day1_score 97.58
716 female 18 TRUE Muslim 4 6 day1_score 164.08
717 male 22 TRUE Muslim 6 10 day1_score 214.55
718 male 23 TRUE Atheist 4 12 day1_score 144.83
719 male 21 FALSE Atheist 6 1 day1_score 79.54
720 male 21 FALSE Atheist 4 4 day1_score 94.86
721 male 25 FALSE Christian 4 7 day1_score 54.67
722 female 21 FALSE Atheist 5 4 day1_score 101.61
723 female 19 FALSE Muslim 4 8 day1_score 121.33
724 female 19 FALSE Atheist 5 6 day1_score 70.11
725 female 23 FALSE Atheist 6 3 day1_score 88.41
726 female 22 FALSE Christian 4 9 day1_score 99.20
727 female 20 TRUE Atheist 6 8 day1_score 122.92
728 male 24 FALSE Buddhist 5 6 day1_score 85.84
729 female 22 FALSE Christian 6 5 day1_score 97.43
730 female 17 FALSE Buddhist 6 5 day1_score 118.06
731 male 19 FALSE Buddhist 5 3 day1_score 144.09
732 female 22 FALSE Atheist 6 9 day1_score 144.82
733 male 15 FALSE Christian 3 7 day1_score 84.15
734 female 23 TRUE Muslim 6 7 day1_score 142.33
735 female 19 FALSE Atheist 4 7 day1_score 90.41
736 female 19 FALSE Muslim 4 8 day1_score 118.35
737 male 20 FALSE Atheist 5 6 day1_score 137.41
738 male 18 FALSE Muslim 6 6 day1_score 137.91
739 female 17 FALSE Buddhist 5 7 day1_score 95.04
740 male 21 FALSE Atheist 5 8 day1_score 92.64
741 male 23 TRUE Muslim 8 7 day1_score 161.16
742 male 20 FALSE Buddhist 5 10 day1_score 143.58
743 female 21 FALSE Christian 6 5 day1_score 83.85
744 female 21 FALSE Buddhist 5 8 day1_score 109.89
745 male 20 FALSE Atheist 4 4 day1_score 167.96
746 female 20 FALSE Atheist 4 11 day1_score 118.30
747 male 23 FALSE Hindu 5 7 day1_score 108.92
748 female 19 TRUE Hindu 7 6 day1_score 132.13
749 male 19 FALSE Atheist 6 8 day1_score 101.18
750 male 22 FALSE Atheist 2 7 day1_score 62.72
751 male 22 FALSE Muslim 5 5 day1_score 82.94
752 male 22 FALSE Atheist 5 5 day1_score 127.86
753 female 19 FALSE Muslim 3 4 day1_score 79.07
754 male 20 FALSE Christian 5 4 day1_score 65.43
755 male 22 FALSE Atheist 5 5 day1_score 127.17
756 male 23 FALSE Christian 4 4 day1_score 84.50
757 female 21 FALSE Muslim 5 4 day1_score 101.05
758 male 20 FALSE Christian 5 7 day1_score 87.07
759 male 21 FALSE Muslim 4 4 day1_score 99.36
760 female 24 FALSE Christian 7 6 day1_score 59.65
761 male 19 FALSE Christian 6 10 day1_score 73.60
762 male 20 FALSE Christian 5 5 day1_score 115.60
763 female 19 FALSE Christian 5 4 day1_score 86.47
764 male 22 TRUE Christian 4 6 day1_score 133.23
765 male 21 FALSE Atheist 7 7 day1_score 49.53
766 female 19 FALSE Buddhist 6 6 day1_score 113.09
767 female 21 FALSE Muslim 5 4 day1_score 73.06
768 female 18 FALSE Muslim 5 7 day1_score 112.75
769 female 19 FALSE Atheist 5 8 day1_score 36.43
770 male 21 FALSE Atheist 5 6 day1_score 78.08
771 female 21 FALSE Christian 3 7 day1_score 80.43
772 female 18 TRUE Christian 4 9 day1_score 144.92
773 female 24 FALSE Atheist 5 6 day1_score 125.94
774 female 16 FALSE Atheist 4 4 day1_score 98.64
775 female 21 FALSE Atheist 3 4 day1_score 97.92
776 male 19 FALSE Muslim 4 6 day1_score 123.88
777 female 18 FALSE Muslim 5 7 day1_score 97.47
778 male 19 FALSE Atheist 3 6 day1_score 95.00
779 female 23 FALSE Atheist 4 4 day1_score 113.39
780 female 19 TRUE Buddhist 5 7 day1_score 120.25
781 female 20 FALSE Christian 1 6 day1_score 51.98
782 male 22 FALSE Christian 4 7 day1_score 110.24
783 male 20 FALSE Christian 6 6 day1_score 91.66
784 female 22 FALSE Atheist 4 11 day1_score 135.51
785 male 20 FALSE Christian 6 7 day1_score 61.20
786 female 19 FALSE Christian 6 12 day1_score 105.66
787 female 18 FALSE Christian 3 7 day1_score 113.20
788 male 21 FALSE Atheist 5 9 day1_score 79.42
789 female 20 FALSE Atheist 5 6 day1_score 140.21
790 female 27 FALSE Christian 5 4 day1_score 102.08
791 female 22 FALSE Atheist 4 5 day1_score 95.13
792 male 20 FALSE Christian 4 6 day1_score 83.23
793 male 19 FALSE Atheist 4 6 day1_score 102.72
794 male 19 FALSE Muslim 6 4 day1_score 94.58
795 male 19 FALSE Atheist 5 4 day1_score 131.68
796 male 19 FALSE Buddhist 4 6 day1_score 85.11
797 female 22 FALSE Atheist 5 5 day1_score 117.23
798 male 20 TRUE Atheist 5 10 day1_score 141.15
799 female 18 FALSE Hindu 6 6 day1_score 103.91
800 male 17 FALSE Atheist 6 7 day1_score 120.46
801 male 21 FALSE Hindu 3 8 day1_score 100.94
802 male 18 TRUE Atheist 3 7 day1_score 134.59
803 male 19 FALSE Muslim 6 8 day1_score 116.41
804 female 22 FALSE Atheist 7 9 day1_score 172.41
805 female 21 TRUE Hindu 6 6 day1_score 145.89
806 female 18 FALSE Atheist 5 8 day1_score 72.39
807 male 19 FALSE Atheist 5 6 day1_score 89.96
808 female 21 TRUE Christian 5 5 day1_score 115.62
809 male 21 FALSE Christian 5 6 day1_score 90.46
810 female 20 FALSE Atheist 5 5 day1_score 79.13
811 female 18 FALSE Muslim 5 5 day1_score 122.27
812 female 18 FALSE Atheist 5 6 day1_score 150.05
813 male 18 TRUE Atheist 5 7 day1_score 68.92
814 female 20 TRUE Christian 4 3 day1_score 201.10
815 female 21 TRUE Christian 5 7 day1_score 122.05
816 male 19 FALSE Muslim 4 9 day1_score 84.71
817 female 18 FALSE Christian 8 1 day1_score 55.96
818 male 18 TRUE Christian 4 3 day1_score 107.69
819 female 21 FALSE Christian 4 6 day1_score 90.68
820 male 24 FALSE Atheist 4 9 day1_score 83.36
821 female 20 FALSE Christian 6 5 day1_score 155.02
822 male 21 FALSE Atheist 5 6 day1_score 121.61
823 male 24 FALSE Atheist 4 6 day1_score 90.22
824 female 18 FALSE Christian 5 5 day1_score 85.60
825 male 20 FALSE Muslim 4 6 day1_score 40.85
826 female 20 FALSE Atheist 3 5 day1_score 96.32
827 female 19 FALSE Christian 7 8 day1_score 140.84
828 male 18 TRUE Atheist 6 6 day1_score 133.86
829 female 21 FALSE Christian 5 3 day1_score 89.67
830 male 21 FALSE Christian 6 7 day1_score 156.82
831 female 18 FALSE Buddhist 6 4 day1_score 92.74
832 female 17 FALSE Atheist 5 5 day1_score 121.00
833 male 19 FALSE Atheist 5 4 day1_score 141.35
834 female 20 FALSE Atheist 5 11 day1_score 156.38
835 female 20 FALSE Christian 4 5 day1_score 97.96
836 female 21 FALSE Buddhist 6 8 day1_score 112.80
837 female 20 FALSE Atheist 4 6 day1_score 103.33
838 male 22 FALSE Muslim 5 7 day1_score 135.92
839 female 22 FALSE Atheist 6 3 day1_score 107.23
840 male 24 FALSE Christian 5 6 day1_score 65.85
841 female 19 FALSE Atheist 5 6 day1_score 86.96
842 male 21 TRUE Christian 5 7 day1_score 107.63
843 female 21 FALSE Atheist 5 7 day1_score 106.32
844 female 17 FALSE Atheist 6 5 day1_score 50.89
845 male 21 FALSE Christian 5 7 day1_score 87.41
846 male 19 FALSE Christian 4 6 day1_score 95.32
847 female 19 FALSE Atheist 6 5 day1_score 82.61
848 female 19 TRUE Atheist 7 5 day1_score 77.97
849 male 20 FALSE Buddhist 6 7 day1_score 77.05
850 female 19 FALSE Christian 5 6 day1_score 117.23
851 female 18 FALSE Christian 4 3 day1_score 111.44
852 female 19 FALSE Christian 3 4 day1_score 100.28
853 female 22 FALSE Atheist 6 7 day1_score 95.73
854 female 19 FALSE Atheist 5 9 day1_score 32.07
855 male 20 TRUE Atheist 1 7 day1_score 153.65
856 male 19 FALSE Christian 4 7 day1_score 151.35
857 male 17 FALSE Muslim 5 5 day1_score 134.10
858 male 21 FALSE Christian 5 8 day1_score 79.79
859 male 21 FALSE Atheist 6 7 day1_score 114.50
860 male 19 FALSE Atheist 5 5 day1_score 150.83
861 male 21 FALSE Hindu 6 7 day1_score 106.54
862 female 23 TRUE Buddhist 5 7 day1_score 108.28
863 female 23 FALSE Christian 4 8 day1_score 78.67
864 female 20 FALSE Atheist 4 1 day1_score 138.80
865 male 20 FALSE Christian 4 8 day1_score 104.65
866 male 20 FALSE Atheist 5 7 day1_score 132.23
867 female 21 TRUE Christian 6 5 day1_score 137.67
868 female 22 FALSE Atheist 4 8 day1_score 106.76
869 male 18 FALSE Christian 4 4 day1_score 57.20
870 male 16 FALSE Christian 6 3 day1_score 93.04
871 male 21 FALSE Atheist 3 6 day1_score 107.75
872 male 21 FALSE Buddhist 4 7 day1_score 53.26
873 male 22 FALSE Christian 5 7 day1_score 34.81
874 female 21 FALSE Christian 5 9 day1_score 131.09
875 female 21 FALSE Muslim 4 6 day1_score 119.46
876 female 20 FALSE Christian 5 9 day1_score 32.37
877 male 20 FALSE Christian 4 5 day1_score 104.53
878 male 21 FALSE Muslim 5 4 day1_score 80.98
879 female 21 FALSE Christian 6 4 day1_score 127.32
880 female 22 FALSE Hindu 3 5 day1_score 81.74
881 male 16 TRUE Atheist 5 7 day1_score 162.14
882 female 20 FALSE Christian 7 5 day1_score 94.35
883 male 22 FALSE Buddhist 6 9 day1_score 93.27
884 male 15 FALSE Atheist 4 8 day1_score 93.18
885 female 19 FALSE Muslim 4 7 day1_score 61.09
886 female 17 FALSE Christian 6 6 day1_score 131.72
887 female 16 FALSE Christian 5 8 day1_score 110.38
888 female 21 FALSE Buddhist 5 4 day1_score 147.17
889 female 20 FALSE Atheist 5 10 day1_score 106.34
890 female 18 FALSE Muslim 6 7 day1_score 85.10
891 female 19 TRUE Christian 5 4 day1_score 156.05
892 male 19 TRUE Muslim 6 6 day1_score 88.27
893 male 22 FALSE Christian 5 7 day1_score 103.99
894 female 20 FALSE Christian 6 1 day1_score 105.11
895 male 25 FALSE Christian 5 6 day1_score 94.58
896 male 20 FALSE Atheist 4 6 day1_score 78.24
897 male 23 FALSE Muslim 6 8 day1_score 148.21
898 female 21 TRUE Christian 4 10 day1_score 112.56
899 male 20 FALSE Christian 4 4 day1_score 73.92
900 female 22 FALSE Christian 5 2 day1_score 146.99
901 female 22 FALSE Christian 4 7 day1_score 96.38
902 female 20 FALSE Atheist 5 6 day1_score 89.36
903 female 19 FALSE Muslim 6 5 day1_score 92.33
904 female 19 FALSE Buddhist 4 6 day1_score 89.50
905 female 19 FALSE Christian 4 5 day1_score 77.16
906 male 21 FALSE Atheist 5 7 day1_score 69.11
907 male 21 FALSE Christian 5 8 day1_score 74.01
908 male 21 FALSE Atheist 6 5 day1_score 78.58
909 female 20 FALSE Christian 6 6 day1_score 111.16
910 female 22 FALSE Christian 5 1 day1_score 88.95
911 male 20 TRUE Christian 6 7 day1_score 122.12
912 male 18 TRUE Atheist 5 5 day1_score 136.27
913 male 20 FALSE Buddhist 6 5 day1_score 109.68
914 male 19 FALSE Christian 6 6 day1_score 118.23
915 female 21 FALSE Hindu 6 2 day1_score 75.20
916 female 22 FALSE Christian 5 5 day1_score 64.29
917 male 22 FALSE Christian 5 4 day1_score 111.78
918 male 21 TRUE Christian 7 9 day1_score 147.85
919 female 20 FALSE Buddhist 4 6 day1_score 118.95
920 male 20 FALSE Atheist 6 7 day1_score 66.34
921 male 20 FALSE Muslim 3 6 day1_score 94.47
922 male 18 TRUE Atheist 5 7 day1_score 100.73
923 male 20 FALSE Atheist 5 4 day1_score 93.76
924 female 19 FALSE Christian 5 7 day1_score 165.23
925 female 22 FALSE Muslim 3 5 day1_score 71.22
926 female 21 FALSE Muslim 6 7 day1_score 95.63
927 female 16 FALSE Christian 5 7 day1_score 81.98
928 male 20 FALSE Hindu 5 8 day1_score 139.31
929 male 19 FALSE Christian 4 5 day1_score 113.23
930 female 19 FALSE Atheist 6 5 day1_score 92.63
931 female 23 FALSE Muslim 6 8 day1_score 120.46
932 male 20 FALSE Muslim 4 4 day1_score 153.60
933 male 23 FALSE Christian 5 10 day1_score 85.95
934 female 21 FALSE Atheist 6 8 day1_score 50.88
935 female 21 FALSE Hindu 6 6 day1_score 98.13
936 male 18 FALSE Atheist 6 5 day1_score 109.69
937 male 22 FALSE Buddhist 5 4 day1_score 118.19
938 male 17 FALSE Buddhist 3 4 day1_score 51.04
939 female 20 FALSE Atheist 6 6 day1_score 101.21
940 male 20 FALSE Atheist 3 1 day1_score 117.61
941 female 20 FALSE Atheist 5 10 day1_score 52.22
942 female 21 FALSE Christian 4 6 day1_score 93.76
943 male 22 FALSE Hindu 6 7 day1_score 153.56
944 male 20 TRUE Atheist 5 7 day1_score 150.39
945 female 17 FALSE Atheist 4 8 day1_score 121.22
946 male 21 FALSE Muslim 5 5 day1_score 117.95
947 female 17 FALSE Buddhist 3 6 day1_score 95.02
948 female 22 FALSE Muslim 6 4 day1_score 84.01
949 male 23 FALSE Atheist 5 8 day1_score 83.83
950 male 21 FALSE Atheist 6 8 day1_score 113.62
951 female 16 FALSE Atheist 5 1 day1_score 71.70
952 male 18 FALSE Muslim 7 4 day1_score 125.05
953 male 16 FALSE Muslim 5 7 day1_score 85.64
954 male 20 FALSE Christian 4 4 day1_score 135.03
955 female 17 FALSE Christian 5 8 day1_score 135.63
956 male 20 FALSE Atheist 5 9 day1_score 70.25
957 female 20 FALSE Christian 5 8 day1_score 127.89
958 male 21 FALSE Muslim 5 2 day1_score 130.69
959 male 17 FALSE Atheist 5 7 day1_score 105.18
960 female 20 FALSE Buddhist 4 6 day1_score 69.25
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962 female 20 FALSE Atheist 7 3 day1_score 109.41
963 female 22 FALSE Atheist 6 11 day1_score 105.23
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967 female 23 FALSE Christian 4 7 day1_score 133.57
968 female 17 FALSE Atheist 6 6 day1_score 77.91
969 male 19 FALSE Muslim 5 6 day1_score 47.42
970 female 23 TRUE Christian 2 9 day1_score 115.81
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974 female 22 FALSE Atheist 5 7 day1_score 54.49
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976 male 17 FALSE Atheist 4 9 day1_score 165.12
977 female 24 FALSE Christian 6 7 day1_score 85.27
978 male 19 FALSE Atheist 5 3 day1_score 139.83
979 male 25 FALSE Atheist 7 4 day1_score 50.38
980 female 16 FALSE Atheist 5 7 day1_score 78.92
981 female 20 TRUE Christian 6 7 day1_score 93.32
982 male 19 FALSE Buddhist 5 7 day1_score 114.12
983 female 23 FALSE Christian 6 9 day1_score 38.54
984 male 20 FALSE Atheist 5 5 day1_score 91.35
985 male 22 FALSE Christian 5 7 day1_score 105.73
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987 male 16 FALSE Atheist 3 5 day1_score 112.73
988 male 19 FALSE Atheist 8 9 day1_score 40.72
989 female 19 TRUE Buddhist 5 4 day1_score 92.95
990 male 19 FALSE Christian 4 6 day1_score 84.25
991 male 17 FALSE Atheist 5 4 day1_score 70.64
992 male 19 FALSE Muslim 7 5 day1_score 115.89
993 male 23 FALSE Atheist 3 5 day1_score 106.19
994 female 19 FALSE Muslim 5 5 day1_score 81.44
995 male 21 FALSE Atheist 4 9 day1_score 104.74
996 female 21 TRUE Atheist 3 3 day1_score 98.45
997 male 21 FALSE Christian 5 6 day1_score 134.20
998 male 19 FALSE Muslim 5 6 day1_score 66.25
999 female 19 FALSE Christian 6 8 day1_score 43.82
1000 male 23 TRUE Christian 6 6 day1_score 126.90
1 female 20 FALSE Atheist 6 5 day2_score 184.92
2 female 21 FALSE Christian 7 3 day2_score 151.11
3 female 18 FALSE Buddhist 5 5 day2_score 127.61
4 female 24 FALSE Atheist 5 6 day2_score 148.99
5 male 18 FALSE Christian 5 7 day2_score 80.09
6 female 20 FALSE Atheist 5 6 day2_score 155.65
7 male 20 FALSE Buddhist 4 6 day2_score 125.12
8 male 18 FALSE Muslim 4 5 day2_score 135.58
9 male 22 TRUE Christian 5 3 day2_score 103.80
10 male 22 FALSE Muslim 5 7 day2_score 126.32
11 male 23 FALSE Atheist 4 6 day2_score 152.81
12 male 21 FALSE Muslim 5 8 day2_score 149.89
13 male 17 FALSE Atheist 6 10 day2_score 111.90
14 female 23 FALSE Muslim 6 7 day2_score 47.01
15 male 20 FALSE Atheist 4 8 day2_score 171.54
16 male 17 FALSE Hindu 5 5 day2_score 202.59
17 female 18 FALSE Hindu 6 4 day2_score 84.83
18 male 20 FALSE Muslim 4 8 day2_score 183.56
19 male 20 TRUE Buddhist 7 7 day2_score 185.99
20 female 21 FALSE Atheist 4 6 day2_score 125.94
21 male 21 FALSE Christian 4 7 day2_score 150.58
22 female 22 FALSE Atheist 4 3 day2_score 114.17
23 male 21 FALSE Buddhist 5 6 day2_score 88.52
24 male 23 FALSE Atheist 4 4 day2_score 125.69
25 male 19 FALSE Christian 3 6 day2_score 118.91
26 female 20 TRUE Christian 6 7 day2_score 205.55
27 male 23 FALSE Atheist 4 7 day2_score 93.15
28 male 22 FALSE Atheist 3 2 day2_score 61.93
29 female 18 FALSE Atheist 7 7 day2_score 124.48
30 female 18 FALSE Atheist 6 3 day2_score 128.63
31 male 22 FALSE Christian 5 4 day2_score 63.97
32 female 20 FALSE Muslim 5 2 day2_score 72.29
33 male 19 FALSE Muslim 5 7 day2_score 122.85
34 female 21 FALSE Christian 6 7 day2_score 95.74
35 female 20 FALSE Atheist 6 2 day2_score 143.18
36 male 23 FALSE Muslim 5 9 day2_score 120.22
37 male 17 FALSE Atheist 3 6 day2_score 157.39
38 female 17 FALSE Buddhist 5 4 day2_score 115.91
39 male 20 TRUE Atheist 7 2 day2_score 155.71
40 female 21 TRUE Atheist 6 6 day2_score 178.08
41 male 21 FALSE Atheist 7 6 day2_score 137.80
42 male 22 FALSE Atheist 5 5 day2_score 124.88
43 male 20 TRUE Christian 2 7 day2_score 170.14
44 male 21 FALSE Atheist 5 5 day2_score 125.12
45 female 18 FALSE Atheist 4 6 day2_score 126.45
46 male 18 TRUE Buddhist 6 4 day2_score 129.15
47 female 18 FALSE Christian 4 3 day2_score 163.86
48 female 16 FALSE Christian 5 10 day2_score 133.18
49 male 21 FALSE Atheist 6 7 day2_score 138.37
50 female 19 FALSE Atheist 6 7 day2_score 124.44
51 female 21 FALSE Christian 4 4 day2_score 60.44
52 female 22 FALSE Atheist 5 5 day2_score 69.48
53 male 20 FALSE Buddhist 4 7 day2_score 134.73
54 male 19 FALSE Atheist 3 6 day2_score 164.99
55 female 23 FALSE Hindu 6 6 day2_score 135.53
56 male 21 TRUE Muslim 6 7 day2_score 215.97
57 male 19 FALSE Atheist 4 7 day2_score 118.72
58 male 20 FALSE Buddhist 6 6 day2_score 118.94
59 female 19 FALSE Christian 6 6 day2_score 129.58
60 female 17 FALSE Buddhist 6 -2 day2_score 145.52
61 female 22 FALSE Muslim 6 9 day2_score 83.01
62 female 23 FALSE Christian 4 9 day2_score 136.37
63 female 20 FALSE Muslim 5 5 day2_score 144.91
64 male 20 FALSE Christian 5 8 day2_score 124.70
65 female 18 FALSE Atheist 5 4 day2_score 144.18
66 female 20 FALSE Atheist 4 1 day2_score 104.95
67 female 19 FALSE Christian 5 7 day2_score 149.08
68 female 17 TRUE Atheist 4 7 day2_score 173.32
69 male 22 FALSE Buddhist 4 7 day2_score 100.83
70 male 19 FALSE Christian 5 8 day2_score 80.95
71 male 20 FALSE Atheist 4 8 day2_score 109.53
72 male 20 FALSE Atheist 5 5 day2_score 163.28
73 female 22 FALSE Christian 7 8 day2_score 147.81
74 male 21 FALSE Hindu 3 4 day2_score 127.21
75 male 23 FALSE Hindu 4 4 day2_score 165.57
76 male 17 FALSE Hindu 6 9 day2_score 121.83
77 female 21 FALSE Atheist 6 7 day2_score 112.82
78 male 19 TRUE Christian 5 3 day2_score 153.36
79 female 20 FALSE Christian 5 5 day2_score 87.35
80 female 18 FALSE Atheist 3 3 day2_score 107.51
81 male 20 TRUE Atheist 5 5 day2_score 172.36
82 male 21 FALSE Christian 6 6 day2_score 131.39
83 male 22 FALSE Buddhist 6 9 day2_score 126.60
84 female 19 TRUE Atheist 4 4 day2_score 151.84
85 female 22 FALSE Christian 6 7 day2_score 125.80
86 male 20 FALSE Atheist 5 7 day2_score 63.64
87 male 20 TRUE Muslim 5 8 day2_score 136.56
88 male 19 FALSE Christian 4 8 day2_score 88.68
89 male 22 FALSE Buddhist 6 4 day2_score 124.11
90 female 20 FALSE Christian 6 3 day2_score 104.98
91 female 22 FALSE Christian 5 7 day2_score 126.82
92 male 21 FALSE Atheist 6 4 day2_score 130.21
93 female 22 FALSE Muslim 5 8 day2_score 104.74
94 female 17 FALSE Buddhist 6 3 day2_score 175.47
95 male 22 FALSE Atheist 5 6 day2_score 148.06
96 male 18 FALSE Atheist 7 5 day2_score 145.94
97 male 17 FALSE Atheist 5 6 day2_score 82.49
98 male 20 FALSE Atheist 4 8 day2_score 134.26
99 male 19 FALSE Atheist 3 7 day2_score 96.94
100 male 17 FALSE Muslim 5 7 day2_score 106.98
101 female 22 TRUE Muslim 4 4 day2_score 161.05
102 male 23 FALSE Atheist 4 8 day2_score 72.30
103 female 17 FALSE Christian 5 5 day2_score 76.85
104 male 20 FALSE Christian 6 11 day2_score 110.69
105 female 19 FALSE Buddhist 4 5 day2_score 112.83
106 female 21 FALSE Christian 4 8 day2_score 140.41
107 female 18 FALSE Muslim 6 5 day2_score 64.63
108 female 23 TRUE Atheist 6 6 day2_score 142.29
109 female 19 FALSE Atheist 3 8 day2_score 132.15
110 female 17 FALSE Atheist 4 6 day2_score 101.05
111 male 17 FALSE Hindu 6 4 day2_score 90.62
112 male 21 FALSE Hindu 7 6 day2_score 135.86
113 female 21 FALSE Muslim 4 6 day2_score 90.08
114 male 18 FALSE Muslim 4 2 day2_score 159.58
115 male 20 FALSE Christian 4 8 day2_score 110.48
116 female 21 FALSE Atheist 5 8 day2_score 136.44
117 male 22 FALSE Christian 5 7 day2_score 117.63
118 male 22 FALSE Christian 5 7 day2_score 151.95
119 male 22 FALSE Atheist 5 4 day2_score 143.40
120 male 19 TRUE Atheist 4 7 day2_score 140.88
121 female 20 FALSE Buddhist 5 4 day2_score 139.67
122 male 22 FALSE Atheist 5 4 day2_score 100.67
123 female 17 FALSE Christian 4 6 day2_score 105.73
124 male 23 FALSE Christian 4 7 day2_score 126.46
125 female 20 FALSE Hindu 5 7 day2_score 145.93
126 female 20 FALSE Christian 5 6 day2_score 148.96
127 male 20 FALSE Atheist 4 5 day2_score 92.01
128 male 20 FALSE Muslim 5 3 day2_score 116.10
129 female 21 FALSE Muslim 3 7 day2_score 162.80
130 female 18 FALSE Muslim 6 7 day2_score 163.15
131 female 19 FALSE Atheist 3 6 day2_score 153.30
132 male 21 FALSE Christian 4 5 day2_score 125.11
133 female 22 TRUE Buddhist 6 7 day2_score 190.00
134 male 22 FALSE Atheist 6 5 day2_score 147.60
135 male 26 FALSE Atheist 5 3 day2_score 157.96
136 male 17 FALSE Atheist 4 7 day2_score 71.96
137 male 21 FALSE Atheist 5 7 day2_score 66.54
138 male 22 FALSE Buddhist 7 6 day2_score 158.84
139 female 17 FALSE Muslim 4 7 day2_score 179.95
140 female 19 FALSE Atheist 6 7 day2_score 107.57
141 male 18 FALSE Christian 6 9 day2_score 93.93
142 female 20 FALSE Hindu 5 7 day2_score 126.27
143 female 20 FALSE Christian 6 6 day2_score 142.17
144 male 17 FALSE Christian 5 7 day2_score 149.85
145 female 22 FALSE Atheist 6 10 day2_score 55.66
146 male 20 FALSE Atheist 5 10 day2_score 126.71
147 female 23 FALSE Muslim 6 7 day2_score 156.38
148 male 19 FALSE Atheist 5 5 day2_score 54.36
149 male 19 FALSE Muslim 6 9 day2_score 101.49
150 male 19 FALSE Muslim 4 4 day2_score 85.82
151 female 17 FALSE Atheist 4 5 day2_score 100.89
152 female 22 FALSE Muslim 6 4 day2_score 107.34
153 male 19 FALSE Christian 6 6 day2_score 135.96
154 female 17 FALSE Atheist 5 9 day2_score 104.62
155 male 18 FALSE Buddhist 6 3 day2_score 105.05
156 female 20 FALSE Atheist 5 6 day2_score 121.28
157 male 21 FALSE Buddhist 5 9 day2_score 156.29
158 female 18 FALSE Christian 5 7 day2_score 107.60
159 female 24 FALSE Atheist 6 11 day2_score 98.61
160 female 18 FALSE Christian 5 4 day2_score 75.43
161 male 19 TRUE Christian 7 8 day2_score 191.42
162 male 17 FALSE Atheist 5 5 day2_score 121.39
163 male 20 FALSE Atheist 6 6 day2_score 149.99
164 female 18 FALSE Atheist 5 6 day2_score 123.37
165 female 20 FALSE Atheist 6 10 day2_score 148.77
166 female 20 FALSE Atheist 6 5 day2_score 89.26
167 female 18 FALSE Christian 5 9 day2_score 95.62
168 male 20 TRUE Atheist 5 10 day2_score 132.57
169 male 21 FALSE Atheist 4 7 day2_score 159.81
170 female 20 FALSE Atheist 4 8 day2_score 74.65
171 female 22 FALSE Hindu 5 3 day2_score 101.20
172 female 23 FALSE Muslim 5 9 day2_score 67.07
173 male 22 TRUE Christian 5 8 day2_score 186.04
174 female 20 FALSE Christian 5 5 day2_score 65.54
175 male 20 FALSE Atheist 6 4 day2_score 177.99
176 male 21 FALSE Muslim 5 5 day2_score 106.16
177 female 21 FALSE Atheist 6 8 day2_score 104.11
178 female 20 FALSE Atheist 5 7 day2_score 112.72
179 male 18 FALSE Muslim 4 5 day2_score 157.03
180 male 20 FALSE Buddhist 7 9 day2_score 141.55
181 female 22 FALSE Atheist 5 7 day2_score 88.06
182 female 20 TRUE Muslim 6 7 day2_score 139.30
183 male 18 FALSE Christian 5 8 day2_score 110.27
184 male 20 FALSE Christian 5 3 day2_score 131.55
185 male 17 FALSE Christian 6 6 day2_score 117.58
186 male 21 FALSE Atheist 6 8 day2_score 141.77
187 female 19 FALSE Hindu 6 7 day2_score 115.51
188 female 19 FALSE Christian 4 7 day2_score 99.43
189 female 19 FALSE Hindu 7 5 day2_score 118.28
190 female 18 FALSE Muslim 4 5 day2_score 89.22
191 female 17 FALSE Atheist 4 3 day2_score 127.78
192 male 18 FALSE Atheist 4 5 day2_score 132.24
193 female 23 FALSE Atheist 5 8 day2_score 136.06
194 female 19 FALSE Christian 6 9 day2_score 102.30
195 female 19 FALSE Buddhist 5 6 day2_score 82.62
196 male 18 FALSE Atheist 5 3 day2_score 106.52
197 male 21 TRUE Hindu 3 6 day2_score 138.17
198 female 22 FALSE Christian 7 7 day2_score 146.93
199 female 22 FALSE Atheist 7 7 day2_score 161.87
200 male 20 TRUE Christian 7 10 day2_score 176.04
201 male 22 FALSE Christian 5 7 day2_score 128.51
202 female 18 FALSE Muslim 4 7 day2_score 144.83
203 male 21 FALSE Christian 5 5 day2_score 92.42
204 female 22 FALSE Hindu 3 4 day2_score 110.26
205 female 23 FALSE Christian 5 5 day2_score 131.95
206 male 21 FALSE Muslim 3 8 day2_score 96.20
207 female 19 FALSE Atheist 5 6 day2_score 124.61
208 female 24 TRUE Hindu 5 7 day2_score 87.74
209 female 23 FALSE Buddhist 5 9 day2_score 41.91
210 female 20 FALSE Atheist 4 4 day2_score 144.35
211 female 18 FALSE Atheist 6 9 day2_score 149.53
212 male 16 FALSE Christian 6 5 day2_score 149.19
213 female 21 FALSE Muslim 5 3 day2_score 120.73
214 male 18 TRUE Muslim 6 7 day2_score 176.93
215 female 22 TRUE Muslim 6 6 day2_score 181.24
216 female 18 FALSE Christian 5 10 day2_score 87.57
217 male 21 FALSE Christian 6 7 day2_score 59.41
218 male 20 FALSE Muslim 5 5 day2_score 111.98
219 male 23 TRUE Atheist 6 6 day2_score 177.85
220 female 21 FALSE Muslim 6 7 day2_score 146.88
221 male 20 FALSE Christian 5 6 day2_score 134.77
222 female 21 FALSE Muslim 7 4 day2_score 109.24
223 male 19 FALSE Atheist 4 6 day2_score 73.17
224 female 18 FALSE Atheist 7 5 day2_score 107.80
225 female 17 FALSE Atheist 6 7 day2_score 99.58
226 female 18 FALSE Atheist 5 10 day2_score 166.63
227 male 23 FALSE Buddhist 6 9 day2_score 74.13
228 female 25 FALSE Atheist 4 4 day2_score 133.83
229 female 21 FALSE Atheist 6 6 day2_score 103.45
230 female 22 FALSE Atheist 6 3 day2_score 137.84
231 female 21 FALSE Atheist 4 8 day2_score 114.29
232 male 21 FALSE Atheist 4 7 day2_score 101.38
233 male 19 FALSE Buddhist 5 6 day2_score 107.27
234 male 24 FALSE Atheist 6 2 day2_score 145.01
235 male 25 FALSE Hindu 4 2 day2_score 113.65
236 male 16 FALSE Buddhist 4 8 day2_score 128.71
237 female 22 TRUE Christian 5 4 day2_score 164.99
238 male 20 FALSE Christian 5 7 day2_score 54.55
239 male 21 FALSE Christian 7 9 day2_score 132.10
240 male 22 FALSE Muslim 5 4 day2_score 105.34
241 male 20 FALSE Christian 4 0 day2_score 148.84
242 male 21 FALSE Atheist 4 5 day2_score 161.34
243 male 19 FALSE Christian 5 9 day2_score 113.27
244 female 22 FALSE Buddhist 6 4 day2_score 132.84
245 female 21 TRUE Atheist 5 8 day2_score 141.80
246 female 20 FALSE Atheist 4 8 day2_score 157.83
247 male 22 FALSE Atheist 5 3 day2_score 171.97
248 female 20 TRUE Atheist 5 6 day2_score 138.64
249 male 21 FALSE Christian 6 5 day2_score 106.33
250 male 19 FALSE Atheist 2 9 day2_score 107.38
251 male 22 FALSE Atheist 6 7 day2_score 117.53
252 male 22 FALSE Christian 6 5 day2_score 127.40
253 male 23 FALSE Atheist 6 11 day2_score 108.26
254 female 21 FALSE Atheist 4 6 day2_score 76.34
255 female 21 TRUE Atheist 6 4 day2_score 228.30
256 male 19 FALSE Hindu 5 8 day2_score 91.83
257 male 19 TRUE Christian 6 6 day2_score 138.20
258 female 21 FALSE Muslim 4 3 day2_score 148.52
259 male 19 FALSE Christian 6 4 day2_score 94.88
260 female 20 FALSE Hindu 6 2 day2_score 122.20
261 female 22 FALSE Christian 5 5 day2_score 163.71
262 male 21 FALSE Atheist 6 8 day2_score 106.40
263 male 25 TRUE Muslim 5 5 day2_score 177.20
264 male 20 FALSE Christian 4 7 day2_score 24.59
265 female 18 TRUE Atheist 6 8 day2_score 161.06
266 male 19 FALSE Muslim 4 5 day2_score 131.93
267 male 23 FALSE Buddhist 7 5 day2_score 146.81
268 female 19 FALSE Hindu 5 6 day2_score 84.17
269 female 20 FALSE Atheist 5 5 day2_score 146.02
270 female 19 FALSE Muslim 4 7 day2_score 139.24
271 female 21 FALSE Hindu 5 4 day2_score 134.30
272 female 24 FALSE Christian 2 4 day2_score 113.40
273 female 23 FALSE Muslim 5 8 day2_score 107.79
274 female 18 FALSE Christian 4 9 day2_score 79.84
275 female 23 FALSE Buddhist 5 6 day2_score 66.12
276 male 22 FALSE Atheist 6 9 day2_score 114.38
277 male 19 TRUE Atheist 5 7 day2_score 196.52
278 male 18 FALSE Hindu 5 6 day2_score 143.63
279 female 17 FALSE Muslim 4 5 day2_score 107.63
280 female 20 FALSE Atheist 6 4 day2_score 88.66
281 female 18 FALSE Atheist 7 8 day2_score 131.25
282 female 22 FALSE Atheist 4 4 day2_score 79.14
283 female 19 FALSE Christian 4 5 day2_score 64.26
284 male 18 FALSE Muslim 5 5 day2_score 154.84
285 female 19 FALSE Atheist 5 6 day2_score 100.49
286 female 20 FALSE Atheist 5 7 day2_score 136.97
287 female 18 FALSE Atheist 5 8 day2_score 85.44
288 male 18 FALSE Christian 5 7 day2_score 115.38
289 male 22 FALSE Christian 7 0 day2_score 104.41
290 female 18 FALSE Christian 4 8 day2_score 94.41
291 female 22 FALSE Atheist 4 9 day2_score 88.17
292 female 23 FALSE Muslim 6 9 day2_score 110.91
293 male 22 FALSE Atheist 6 3 day2_score 93.18
294 female 20 FALSE Christian 4 9 day2_score 142.14
295 female 17 TRUE Christian 5 4 day2_score 228.90
296 male 19 FALSE Atheist 5 8 day2_score 97.97
297 male 17 TRUE Christian 4 8 day2_score 198.67
298 male 20 FALSE Christian 5 6 day2_score 162.19
299 female 20 FALSE Muslim 6 4 day2_score 118.62
300 female 19 FALSE Atheist 5 5 day2_score 54.98
301 female 18 FALSE Buddhist 6 6 day2_score 126.09
302 male 21 FALSE Christian 4 5 day2_score 124.84
303 male 20 FALSE Christian 4 10 day2_score 139.76
304 male 18 FALSE Christian 4 7 day2_score 126.18
305 male 21 FALSE Muslim 5 6 day2_score 97.94
306 male 19 TRUE Buddhist 5 5 day2_score 132.14
307 female 23 FALSE Buddhist 3 4 day2_score 97.93
308 male 18 TRUE Christian 5 6 day2_score 178.30
309 male 18 FALSE Christian 5 7 day2_score 104.76
310 female 22 FALSE Christian 6 5 day2_score 124.69
311 male 17 FALSE Christian 4 5 day2_score 125.08
312 female 18 FALSE Atheist 5 3 day2_score 112.60
313 female 21 FALSE Muslim 6 6 day2_score 136.65
314 male 20 FALSE Muslim 4 7 day2_score 127.59
315 female 21 FALSE Christian 6 6 day2_score 72.26
316 female 17 FALSE Buddhist 4 6 day2_score 122.03
317 female 21 FALSE Christian 4 8 day2_score 144.45
318 male 14 FALSE Atheist 4 7 day2_score 66.94
319 male 22 FALSE Buddhist 5 7 day2_score 152.94
320 female 19 FALSE Christian 5 8 day2_score 117.69
321 female 19 TRUE Atheist 4 4 day2_score 183.70
322 male 20 FALSE Christian 5 7 day2_score 110.52
323 female 21 FALSE Atheist 4 8 day2_score 79.06
324 male 20 FALSE Christian 5 5 day2_score 113.83
325 female 22 FALSE Atheist 6 4 day2_score 105.37
326 male 21 FALSE Christian 6 6 day2_score 143.54
327 male 17 FALSE Atheist 4 9 day2_score 147.03
328 male 21 FALSE Atheist 5 3 day2_score 151.59
329 female 21 FALSE Christian 5 7 day2_score 86.29
330 female 18 FALSE Christian 7 7 day2_score 117.08
331 male 22 FALSE Atheist 7 6 day2_score 134.85
332 male 22 FALSE Buddhist 6 8 day2_score 88.72
333 male 22 TRUE Christian 4 8 day2_score 194.79
334 male 19 FALSE Atheist 4 9 day2_score 131.63
335 female 14 FALSE Christian 5 5 day2_score 160.76
336 female 20 FALSE Christian 5 7 day2_score 125.14
337 male 20 FALSE Atheist 5 8 day2_score 192.42
338 male 19 FALSE Atheist 5 5 day2_score 144.09
339 male 21 FALSE Atheist 5 8 day2_score 87.79
340 male 17 FALSE Christian 3 5 day2_score 147.40
341 male 20 FALSE Atheist 5 5 day2_score 124.87
342 female 20 FALSE Atheist 4 3 day2_score 109.37
343 male 20 FALSE Muslim 6 4 day2_score 142.98
344 male 22 FALSE Atheist 5 1 day2_score 146.69
345 female 19 FALSE Muslim 4 5 day2_score 97.79
346 female 19 TRUE Christian 5 5 day2_score 172.28
347 male 17 FALSE Atheist 5 5 day2_score 95.38
348 male 16 FALSE Christian 6 6 day2_score 94.53
349 female 21 FALSE Buddhist 6 2 day2_score 113.10
350 male 19 FALSE Hindu 4 6 day2_score 102.20
351 female 17 FALSE Atheist 5 4 day2_score 83.68
352 female 21 TRUE Christian 5 8 day2_score 177.64
353 male 21 FALSE Christian 4 4 day2_score 116.25
354 male 17 TRUE Christian 4 9 day2_score 183.62
355 female 22 FALSE Hindu 4 3 day2_score 86.56
356 female 18 FALSE Buddhist 5 6 day2_score 129.52
357 male 20 TRUE Buddhist 5 5 day2_score 167.93
358 male 17 FALSE Atheist 4 3 day2_score 120.92
359 female 19 FALSE Christian 6 3 day2_score 138.41
360 male 19 FALSE Christian 4 5 day2_score 193.59
361 male 19 FALSE Atheist 6 7 day2_score 132.21
362 female 19 TRUE Buddhist 4 0 day2_score 139.71
363 female 21 TRUE Atheist 6 5 day2_score 104.01
364 male 18 FALSE Atheist 5 8 day2_score 83.54
365 female 19 FALSE Atheist 4 9 day2_score 114.89
366 male 19 FALSE Atheist 4 7 day2_score 112.08
367 male 19 FALSE Atheist 5 8 day2_score 158.36
368 female 22 FALSE Atheist 7 8 day2_score 132.23
369 male 22 FALSE Christian 4 8 day2_score 85.83
370 male 19 FALSE Muslim 6 5 day2_score 112.17
371 female 16 FALSE Buddhist 4 5 day2_score 150.03
372 female 22 FALSE Buddhist 5 5 day2_score 45.79
373 female 21 FALSE Christian 6 11 day2_score 114.97
374 female 17 FALSE Atheist 6 6 day2_score 145.06
375 male 17 FALSE Christian 6 2 day2_score 121.62
376 female 21 FALSE Atheist 5 8 day2_score 153.41
377 female 16 FALSE Christian 3 6 day2_score 167.71
378 male 23 TRUE Atheist 4 1 day2_score 185.23
379 female 23 FALSE Atheist 4 4 day2_score 70.16
380 male 17 TRUE Atheist 4 6 day2_score 197.13
381 male 19 FALSE Christian 4 1 day2_score 109.49
382 female 20 FALSE Muslim 6 2 day2_score 120.26
383 female 20 TRUE Atheist 6 4 day2_score 151.65
384 female 24 FALSE Christian 6 5 day2_score 157.36
385 female 21 FALSE Muslim 6 4 day2_score 109.96
386 female 19 FALSE Atheist 4 6 day2_score 95.59
387 male 22 FALSE Christian 5 6 day2_score 159.51
388 male 20 FALSE Atheist 4 7 day2_score 99.52
389 female 21 FALSE Atheist 5 5 day2_score 109.27
390 female 18 FALSE Atheist 4 10 day2_score 115.36
391 male 19 FALSE Atheist 5 8 day2_score 100.07
392 male 20 FALSE Buddhist 6 8 day2_score 107.15
393 male 19 FALSE Christian 5 8 day2_score 137.85
394 male 19 FALSE Christian 5 8 day2_score 165.99
395 male 18 TRUE Atheist 4 9 day2_score 164.56
396 female 20 FALSE Atheist 5 4 day2_score 167.09
397 female 20 FALSE Christian 3 6 day2_score 151.93
398 female 20 FALSE Hindu 5 8 day2_score 94.47
399 male 19 FALSE Muslim 5 4 day2_score 84.37
400 female 17 FALSE Christian 5 8 day2_score 110.69
401 male 22 FALSE Christian 6 3 day2_score 85.04
402 male 21 FALSE Atheist 5 5 day2_score 119.49
403 male 23 FALSE Christian 6 5 day2_score 127.58
404 male 19 TRUE Atheist 6 6 day2_score 139.21
405 male 18 FALSE Buddhist 6 10 day2_score 176.88
406 male 24 TRUE Atheist 5 7 day2_score 195.12
407 female 22 FALSE Atheist 6 4 day2_score 153.89
408 male 19 FALSE Atheist 5 8 day2_score 129.22
409 female 20 FALSE Atheist 6 4 day2_score 155.74
410 male 21 FALSE Atheist 5 4 day2_score 87.80
411 female 21 FALSE Christian 5 4 day2_score 141.08
412 male 17 FALSE Christian 6 8 day2_score 135.45
413 female 19 FALSE Atheist 6 5 day2_score 82.80
414 female 20 FALSE Muslim 7 9 day2_score 90.74
415 female 18 TRUE Hindu 5 2 day2_score 145.42
416 male 20 FALSE Buddhist 5 7 day2_score 137.74
417 female 18 FALSE Atheist 4 6 day2_score 79.25
418 female 22 TRUE Hindu 5 6 day2_score 149.56
419 male 21 FALSE Christian 3 3 day2_score 180.47
420 female 20 FALSE Atheist 4 3 day2_score 101.07
421 female 20 FALSE Buddhist 6 5 day2_score 81.47
422 female 21 FALSE Atheist 4 6 day2_score 112.67
423 male 19 FALSE Atheist 5 7 day2_score 154.77
424 male 25 FALSE Buddhist 6 5 day2_score 83.35
425 female 20 FALSE Atheist 5 2 day2_score 115.72
426 male 20 FALSE Christian 4 2 day2_score 50.14
427 female 19 FALSE Atheist 6 9 day2_score 78.15
428 male 18 FALSE Atheist 6 6 day2_score 92.12
429 female 18 FALSE Hindu 6 7 day2_score 159.86
430 female 21 FALSE Atheist 5 7 day2_score 66.94
431 female 20 FALSE Atheist 4 5 day2_score 127.03
432 male 17 FALSE Christian 5 9 day2_score 92.46
433 female 23 FALSE Atheist 6 7 day2_score 135.71
434 male 20 FALSE Atheist 4 5 day2_score 122.69
435 female 19 FALSE Muslim 4 6 day2_score 167.49
436 female 17 FALSE Christian 4 7 day2_score 184.12
437 male 21 FALSE Christian 3 8 day2_score 120.36
438 male 18 FALSE Hindu 5 4 day2_score 77.75
439 female 21 FALSE Christian 6 4 day2_score 160.06
440 female 21 FALSE Atheist 5 5 day2_score 91.09
441 female 20 FALSE Christian 4 4 day2_score 100.27
442 female 18 FALSE Christian 6 8 day2_score 151.42
443 male 19 FALSE Christian 6 6 day2_score 108.32
444 male 23 FALSE Buddhist 5 4 day2_score 100.22
445 male 24 FALSE Atheist 5 0 day2_score 102.65
446 female 22 FALSE Atheist 5 5 day2_score 160.89
447 female 21 FALSE Atheist 5 9 day2_score 116.65
448 male 23 FALSE Muslim 6 5 day2_score 103.29
449 female 20 FALSE Atheist 5 4 day2_score 105.59
450 female 22 FALSE Atheist 6 10 day2_score 82.85
451 female 19 FALSE Muslim 4 7 day2_score 90.67
452 female 17 FALSE Atheist 6 3 day2_score 115.12
453 female 22 FALSE Atheist 4 8 day2_score 129.49
454 female 22 FALSE Atheist 6 6 day2_score 118.06
455 male 19 FALSE Christian 5 8 day2_score 129.31
456 male 22 FALSE Muslim 6 7 day2_score 103.00
457 male 16 FALSE Atheist 5 9 day2_score 54.96
458 male 19 FALSE Buddhist 5 5 day2_score 100.91
459 female 22 FALSE Buddhist 5 2 day2_score 120.68
460 male 25 TRUE Atheist 4 6 day2_score 141.42
461 female 17 FALSE Atheist 3 10 day2_score 152.86
462 female 20 FALSE Buddhist 4 3 day2_score 120.51
463 female 18 FALSE Atheist 6 7 day2_score 123.27
464 female 20 FALSE Buddhist 6 6 day2_score 135.78
465 male 21 FALSE Buddhist 3 6 day2_score 83.47
466 male 20 FALSE Atheist 6 8 day2_score 161.91
467 male 20 FALSE Muslim 5 6 day2_score 99.47
468 female 19 FALSE Muslim 6 7 day2_score 78.89
469 female 20 FALSE Christian 6 6 day2_score 184.76
470 male 21 FALSE Atheist 5 7 day2_score 121.83
471 male 23 FALSE Christian 5 6 day2_score 126.43
472 male 22 FALSE Christian 6 6 day2_score 115.75
473 female 16 FALSE Buddhist 4 5 day2_score 144.12
474 male 20 FALSE Buddhist 5 6 day2_score 91.80
475 male 22 FALSE Muslim 3 7 day2_score 163.85
476 female 19 TRUE Atheist 7 6 day2_score 108.63
477 female 22 FALSE Hindu 4 2 day2_score 119.30
478 female 22 FALSE Atheist 5 5 day2_score 119.01
479 male 23 FALSE Hindu 4 6 day2_score 154.31
480 female 22 FALSE Christian 3 5 day2_score 140.45
481 male 19 FALSE Atheist 3 8 day2_score 94.10
482 female 21 FALSE Atheist 6 6 day2_score 153.36
483 female 18 FALSE Muslim 4 8 day2_score 132.18
484 male 17 TRUE Muslim 4 5 day2_score 208.36
485 male 18 FALSE Christian 6 6 day2_score 120.21
486 female 17 FALSE Atheist 5 6 day2_score 129.42
487 female 17 FALSE Buddhist 5 8 day2_score 138.19
488 male 22 FALSE Atheist 5 5 day2_score 133.74
489 male 21 FALSE Atheist 5 2 day2_score 133.36
490 male 22 TRUE Atheist 4 4 day2_score 151.91
491 female 17 TRUE Atheist 3 5 day2_score 162.57
492 male 20 FALSE Atheist 5 9 day2_score 101.59
493 male 17 TRUE Muslim 6 2 day2_score 197.04
494 female 22 FALSE Muslim 4 6 day2_score 157.67
495 female 18 FALSE Hindu 5 5 day2_score 117.90
496 female 22 FALSE Christian 5 8 day2_score 148.41
497 male 19 FALSE Christian 6 5 day2_score 149.26
498 female 20 FALSE Christian 5 4 day2_score 154.60
499 male 18 FALSE Christian 5 6 day2_score 166.04
500 male 20 FALSE Muslim 6 8 day2_score 140.04
501 female 20 FALSE Atheist 4 3 day2_score 150.06
502 male 20 TRUE Hindu 3 7 day2_score 164.39
503 female 19 FALSE Atheist 6 1 day2_score 160.70
504 female 20 FALSE Atheist 5 5 day2_score 63.39
505 female 22 FALSE Atheist 6 3 day2_score 153.27
506 male 17 FALSE Christian 4 8 day2_score 160.83
507 female 18 FALSE Hindu 4 8 day2_score 74.64
508 female 19 TRUE Atheist 5 7 day2_score 139.59
509 male 21 FALSE Atheist 5 10 day2_score 57.93
510 female 20 FALSE Christian 6 1 day2_score 54.48
511 male 22 FALSE Muslim 5 5 day2_score 105.51
512 female 21 TRUE Muslim 6 6 day2_score 196.82
513 male 20 FALSE Christian 7 4 day2_score 109.68
514 male 20 FALSE Muslim 5 7 day2_score 101.65
515 female 22 FALSE Christian 5 5 day2_score 154.05
516 female 21 FALSE Christian 5 7 day2_score 157.69
517 female 17 FALSE Atheist 5 7 day2_score 90.42
518 female 22 FALSE Buddhist 4 7 day2_score 120.33
519 female 18 FALSE Muslim 4 6 day2_score 126.77
520 male 18 FALSE Atheist 3 11 day2_score 92.82
521 female 24 FALSE Christian 6 11 day2_score 149.23
522 male 19 FALSE Atheist 6 3 day2_score 158.52
523 female 19 FALSE Atheist 4 3 day2_score 133.25
524 male 18 FALSE Muslim 6 6 day2_score 126.98
525 female 20 FALSE Christian 4 5 day2_score 118.71
526 female 20 FALSE Muslim 4 9 day2_score 127.21
527 male 22 FALSE Christian 4 8 day2_score 145.65
528 female 17 FALSE Christian 5 7 day2_score 95.41
529 male 21 FALSE Atheist 4 7 day2_score 148.96
530 male 18 FALSE Atheist 6 6 day2_score 125.87
531 male 21 FALSE Atheist 6 6 day2_score 123.73
532 female 22 FALSE Atheist 4 7 day2_score 87.81
533 female 18 TRUE Muslim 6 6 day2_score 156.45
534 male 18 FALSE Buddhist 6 4 day2_score 76.62
535 female 21 FALSE Muslim 4 7 day2_score 75.19
536 male 20 FALSE Atheist 4 6 day2_score 100.91
537 male 18 FALSE Atheist 5 9 day2_score 96.06
538 female 20 FALSE Christian 5 2 day2_score 148.58
539 female 17 FALSE Muslim 5 6 day2_score 186.05
540 female 15 FALSE Christian 5 7 day2_score 116.28
541 female 18 FALSE Christian 5 5 day2_score 115.59
542 female 17 FALSE Christian 4 8 day2_score 69.21
543 female 14 FALSE Christian 5 6 day2_score 110.18
544 female 18 FALSE Atheist 4 9 day2_score 103.49
545 male 23 FALSE Christian 4 7 day2_score 105.87
546 male 18 FALSE Buddhist 5 4 day2_score 163.31
547 female 17 FALSE Christian 6 5 day2_score 126.82
548 female 23 FALSE Muslim 5 8 day2_score 89.13
549 female 18 FALSE Atheist 5 6 day2_score 117.24
550 male 18 FALSE Atheist 3 6 day2_score 140.59
551 male 22 FALSE Christian 6 7 day2_score 132.58
552 male 22 FALSE Christian 5 3 day2_score 163.22
553 male 20 FALSE Muslim 4 7 day2_score 161.60
554 male 21 FALSE Atheist 4 8 day2_score 103.12
555 male 22 FALSE Christian 4 5 day2_score 141.25
556 female 19 FALSE Christian 6 10 day2_score 135.42
557 female 19 FALSE Buddhist 4 4 day2_score 122.62
558 female 20 FALSE Hindu 3 6 day2_score 114.62
559 female 21 FALSE Atheist 4 6 day2_score 88.50
560 male 22 FALSE Hindu 6 5 day2_score 98.43
561 female 21 TRUE Christian 4 5 day2_score 155.18
562 female 23 FALSE Muslim 5 5 day2_score 115.78
563 female 18 FALSE Christian 7 3 day2_score 117.72
564 female 22 FALSE Christian 6 8 day2_score 76.44
565 male 21 TRUE Christian 6 8 day2_score 145.74
566 male 21 FALSE Muslim 6 7 day2_score 127.98
567 male 20 FALSE Muslim 4 5 day2_score 93.16
568 female 21 FALSE Atheist 5 8 day2_score 160.87
569 male 16 FALSE Atheist 6 6 day2_score 147.75
570 male 21 FALSE Hindu 5 5 day2_score 106.85
571 female 20 FALSE Atheist 4 6 day2_score 46.80
572 male 19 FALSE Christian 5 6 day2_score 109.37
573 male 19 FALSE Christian 4 5 day2_score 65.44
574 male 18 FALSE Christian 4 7 day2_score 130.22
575 male 21 FALSE Christian 6 5 day2_score 55.07
576 female 23 FALSE Buddhist 5 6 day2_score 135.29
577 male 19 FALSE Muslim 5 7 day2_score 108.73
578 female 16 FALSE Atheist 5 8 day2_score 117.39
579 male 20 FALSE Muslim 5 2 day2_score 137.18
580 male 22 FALSE Christian 6 5 day2_score 115.54
581 male 21 FALSE Atheist 5 2 day2_score 150.66
582 female 17 FALSE Christian 7 5 day2_score 169.00
583 male 18 FALSE Christian 7 9 day2_score 121.21
584 male 17 FALSE Christian 6 8 day2_score 136.81
585 male 18 FALSE Muslim 7 7 day2_score 130.04
586 male 19 TRUE Muslim 4 10 day2_score 154.53
587 male 19 FALSE Atheist 5 5 day2_score 131.76
588 male 19 FALSE Hindu 4 6 day2_score 91.12
589 male 19 TRUE Atheist 5 7 day2_score 185.12
590 female 20 FALSE Hindu 6 7 day2_score 84.93
591 male 18 FALSE Muslim 6 5 day2_score 185.56
592 female 22 FALSE Christian 4 9 day2_score 120.16
593 male 21 FALSE Christian 4 3 day2_score 96.10
594 male 18 FALSE Buddhist 6 5 day2_score 112.57
595 male 22 TRUE Muslim 6 4 day2_score 202.43
596 male 21 FALSE Atheist 6 6 day2_score 84.83
597 male 22 FALSE Muslim 5 9 day2_score 178.07
598 female 22 FALSE Muslim 6 9 day2_score 120.90
599 male 21 FALSE Atheist 4 6 day2_score 144.24
600 male 20 FALSE Atheist 5 4 day2_score 108.17
601 female 19 TRUE Atheist 6 3 day2_score 181.38
602 male 23 FALSE Atheist 6 7 day2_score 119.44
603 female 17 FALSE Atheist 6 6 day2_score 84.25
604 female 16 FALSE Christian 4 6 day2_score 191.52
605 female 20 FALSE Atheist 7 6 day2_score 143.73
606 female 17 FALSE Atheist 5 7 day2_score 114.05
607 female 18 FALSE Atheist 6 5 day2_score 170.68
608 male 20 FALSE Atheist 6 8 day2_score 98.87
609 male 18 FALSE Atheist 5 9 day2_score 141.58
610 male 19 FALSE Atheist 5 3 day2_score 101.40
611 male 18 FALSE Hindu 7 8 day2_score 105.18
612 male 17 FALSE Buddhist 6 9 day2_score 175.37
613 male 20 FALSE Buddhist 3 4 day2_score 150.50
614 female 17 FALSE Christian 5 6 day2_score 110.23
615 female 18 FALSE Christian 4 7 day2_score 140.20
616 female 18 FALSE Christian 5 9 day2_score 119.84
617 female 19 FALSE Atheist 5 5 day2_score 111.18
618 female 18 FALSE Atheist 8 7 day2_score 143.49
619 male 18 FALSE Hindu 5 10 day2_score 83.53
620 male 22 FALSE Muslim 4 6 day2_score 130.42
621 female 19 FALSE Atheist 7 6 day2_score 154.38
622 female 24 FALSE Christian 4 8 day2_score 152.12
623 female 16 FALSE Atheist 4 8 day2_score 108.24
624 male 21 FALSE Atheist 5 6 day2_score 134.43
625 female 22 FALSE Christian 5 7 day2_score 118.44
626 female 20 FALSE Atheist 4 5 day2_score 93.58
627 male 19 FALSE Atheist 5 6 day2_score 158.86
628 female 20 FALSE Muslim 6 7 day2_score 128.59
629 male 21 TRUE Hindu 5 5 day2_score 176.98
630 male 21 FALSE Christian 5 4 day2_score 191.51
631 female 19 FALSE Atheist 6 5 day2_score 152.15
632 female 18 FALSE Atheist 5 8 day2_score 133.42
633 male 18 FALSE Christian 4 4 day2_score 170.02
634 male 20 FALSE Christian 4 4 day2_score 120.73
635 female 23 FALSE Muslim 4 3 day2_score 82.32
636 male 18 TRUE Atheist 6 7 day2_score 168.33
637 male 19 FALSE Atheist 6 7 day2_score 108.90
638 male 19 TRUE Muslim 6 9 day2_score 191.50
639 female 23 FALSE Hindu 5 6 day2_score 86.07
640 male 21 FALSE Christian 5 6 day2_score 143.95
641 female 22 FALSE Atheist 5 8 day2_score 123.37
642 male 20 TRUE Hindu 4 6 day2_score 191.07
643 female 22 FALSE Atheist 4 4 day2_score 106.18
644 male 18 FALSE Muslim 6 3 day2_score 165.34
645 male 20 FALSE Christian 6 7 day2_score 108.85
646 female 18 FALSE Atheist 4 6 day2_score 158.97
647 male 19 FALSE Atheist 5 6 day2_score 154.24
648 female 17 FALSE Muslim 4 7 day2_score 174.21
649 male 19 FALSE Atheist 4 6 day2_score 134.86
650 male 20 FALSE Atheist 4 6 day2_score 117.54
651 female 20 FALSE Atheist 5 3 day2_score 111.35
652 female 19 TRUE Atheist 6 5 day2_score 179.70
653 male 18 FALSE Christian 6 7 day2_score 186.11
654 male 17 FALSE Christian 6 9 day2_score 52.42
655 male 19 FALSE Atheist 6 5 day2_score 150.51
656 female 20 FALSE Atheist 4 4 day2_score 113.45
657 male 20 FALSE Muslim 6 7 day2_score 96.69
658 male 18 FALSE Atheist 3 10 day2_score 112.72
659 male 18 FALSE Muslim 6 6 day2_score 122.55
660 female 19 FALSE Atheist 6 2 day2_score 124.40
661 male 22 FALSE Hindu 5 5 day2_score 139.35
662 female 19 FALSE Atheist 5 4 day2_score 93.23
663 female 22 FALSE Christian 7 8 day2_score 145.02
664 female 19 FALSE Christian 4 7 day2_score 132.87
665 male 21 FALSE Atheist 5 6 day2_score 88.38
666 female 16 FALSE Muslim 3 9 day2_score 121.99
667 male 18 TRUE Christian 5 6 day2_score 144.17
668 female 19 FALSE Muslim 6 7 day2_score 170.43
669 male 19 FALSE Muslim 7 5 day2_score 153.00
670 female 22 FALSE Muslim 6 4 day2_score 125.57
671 male 19 FALSE Atheist 5 9 day2_score 84.82
672 male 18 FALSE Christian 6 4 day2_score 134.05
673 female 22 FALSE Christian 6 8 day2_score 151.49
674 female 21 FALSE Atheist 6 6 day2_score 75.43
675 female 19 FALSE Atheist 5 3 day2_score 97.61
676 male 19 FALSE Christian 5 2 day2_score 65.14
677 male 21 FALSE Atheist 6 7 day2_score 138.14
678 female 16 FALSE Christian 2 1 day2_score 83.16
679 female 19 TRUE Christian 5 9 day2_score 151.25
680 male 20 FALSE Atheist 4 7 day2_score 117.26
681 female 21 FALSE Christian 4 9 day2_score 129.76
682 male 18 FALSE Christian 5 4 day2_score 155.27
683 female 18 FALSE Christian 5 6 day2_score 131.83
684 male 24 TRUE Hindu 5 7 day2_score 119.34
685 female 18 FALSE Atheist 6 3 day2_score 97.56
686 female 21 FALSE Christian 5 3 day2_score 86.96
687 male 20 FALSE Atheist 6 3 day2_score 109.74
688 female 17 FALSE Christian 3 8 day2_score 91.96
689 female 19 FALSE Atheist 5 4 day2_score 154.80
690 female 23 FALSE Buddhist 5 8 day2_score 143.58
691 female 17 FALSE Atheist 6 6 day2_score 93.12
692 male 21 FALSE Atheist 4 8 day2_score 103.69
693 female 20 FALSE Atheist 4 8 day2_score 92.26
694 male 18 FALSE Atheist 4 8 day2_score 171.52
695 female 16 FALSE Atheist 5 7 day2_score 158.44
696 female 19 FALSE Christian 4 4 day2_score 64.58
697 female 21 FALSE Atheist 7 2 day2_score 102.98
698 male 20 FALSE Christian 5 8 day2_score 163.00
699 male 17 FALSE Atheist 5 6 day2_score 147.77
700 female 20 FALSE Buddhist 5 8 day2_score 112.35
701 female 19 FALSE Christian 5 9 day2_score 103.94
702 female 24 TRUE Hindu 6 7 day2_score 163.54
703 male 22 FALSE Christian 6 7 day2_score 132.21
704 male 19 FALSE Muslim 6 6 day2_score 98.82
705 male 17 FALSE Christian 6 6 day2_score 129.55
706 male 18 FALSE Atheist 6 3 day2_score 102.27
707 female 17 FALSE Muslim 5 6 day2_score 128.03
708 female 19 FALSE Christian 4 7 day2_score 119.91
709 male 20 FALSE Atheist 4 5 day2_score 124.32
710 female 19 FALSE Atheist 6 6 day2_score 123.72
711 male 21 FALSE Christian 5 9 day2_score 150.67
712 female 17 FALSE Atheist 5 4 day2_score 116.05
713 male 18 FALSE Hindu 5 5 day2_score 127.61
714 female 18 TRUE Atheist 5 5 day2_score 189.49
715 male 20 FALSE Atheist 5 8 day2_score 78.09
716 female 18 TRUE Muslim 4 6 day2_score 183.73
717 male 22 TRUE Muslim 6 10 day2_score 158.60
718 male 23 TRUE Atheist 4 12 day2_score 161.65
719 male 21 FALSE Atheist 6 1 day2_score 134.84
720 male 21 FALSE Atheist 4 4 day2_score 86.31
721 male 25 FALSE Christian 4 7 day2_score 120.05
722 female 21 FALSE Atheist 5 4 day2_score 137.69
723 female 19 FALSE Muslim 4 8 day2_score 115.74
724 female 19 FALSE Atheist 5 6 day2_score 110.60
725 female 23 FALSE Atheist 6 3 day2_score 106.25
726 female 22 FALSE Christian 4 9 day2_score 112.86
727 female 20 TRUE Atheist 6 8 day2_score 200.39
728 male 24 FALSE Buddhist 5 6 day2_score 144.50
729 female 22 FALSE Christian 6 5 day2_score 106.72
730 female 17 FALSE Buddhist 6 5 day2_score 143.44
731 male 19 FALSE Buddhist 5 3 day2_score 149.31
732 female 22 FALSE Atheist 6 9 day2_score 102.97
733 male 15 FALSE Christian 3 7 day2_score 109.09
734 female 23 TRUE Muslim 6 7 day2_score 146.67
735 female 19 FALSE Atheist 4 7 day2_score 71.03
736 female 19 FALSE Muslim 4 8 day2_score 98.80
737 male 20 FALSE Atheist 5 6 day2_score 93.83
738 male 18 FALSE Muslim 6 6 day2_score 154.93
739 female 17 FALSE Buddhist 5 7 day2_score 169.12
740 male 21 FALSE Atheist 5 8 day2_score 128.40
741 male 23 TRUE Muslim 8 7 day2_score 196.81
742 male 20 FALSE Buddhist 5 10 day2_score 135.19
743 female 21 FALSE Christian 6 5 day2_score 109.79
744 female 21 FALSE Buddhist 5 8 day2_score 115.68
745 male 20 FALSE Atheist 4 4 day2_score 68.44
746 female 20 FALSE Atheist 4 11 day2_score 133.13
747 male 23 FALSE Hindu 5 7 day2_score 165.78
748 female 19 TRUE Hindu 7 6 day2_score 161.02
749 male 19 FALSE Atheist 6 8 day2_score 121.29
750 male 22 FALSE Atheist 2 7 day2_score 137.16
751 male 22 FALSE Muslim 5 5 day2_score 160.02
752 male 22 FALSE Atheist 5 5 day2_score 173.70
753 female 19 FALSE Muslim 3 4 day2_score 74.04
754 male 20 FALSE Christian 5 4 day2_score 107.88
755 male 22 FALSE Atheist 5 5 day2_score 117.59
756 male 23 FALSE Christian 4 4 day2_score 114.83
757 female 21 FALSE Muslim 5 4 day2_score 62.79
758 male 20 FALSE Christian 5 7 day2_score 120.67
759 male 21 FALSE Muslim 4 4 day2_score 111.26
760 female 24 FALSE Christian 7 6 day2_score 133.33
761 male 19 FALSE Christian 6 10 day2_score 101.63
762 male 20 FALSE Christian 5 5 day2_score 56.97
763 female 19 FALSE Christian 5 4 day2_score 135.80
764 male 22 TRUE Christian 4 6 day2_score 165.78
765 male 21 FALSE Atheist 7 7 day2_score 91.92
766 female 19 FALSE Buddhist 6 6 day2_score 113.26
767 female 21 FALSE Muslim 5 4 day2_score 83.98
768 female 18 FALSE Muslim 5 7 day2_score 179.57
769 female 19 FALSE Atheist 5 8 day2_score 115.40
770 male 21 FALSE Atheist 5 6 day2_score 134.72
771 female 21 FALSE Christian 3 7 day2_score 135.03
772 female 18 TRUE Christian 4 9 day2_score 223.52
773 female 24 FALSE Atheist 5 6 day2_score 132.68
774 female 16 FALSE Atheist 4 4 day2_score 129.60
775 female 21 FALSE Atheist 3 4 day2_score 105.31
776 male 19 FALSE Muslim 4 6 day2_score 143.84
777 female 18 FALSE Muslim 5 7 day2_score 110.03
778 male 19 FALSE Atheist 3 6 day2_score 164.39
779 female 23 FALSE Atheist 4 4 day2_score 95.40
780 female 19 TRUE Buddhist 5 7 day2_score 180.38
781 female 20 FALSE Christian 1 6 day2_score 140.30
782 male 22 FALSE Christian 4 7 day2_score 101.53
783 male 20 FALSE Christian 6 6 day2_score 103.69
784 female 22 FALSE Atheist 4 11 day2_score 78.35
785 male 20 FALSE Christian 6 7 day2_score 91.26
786 female 19 FALSE Christian 6 12 day2_score 119.75
787 female 18 FALSE Christian 3 7 day2_score 88.45
788 male 21 FALSE Atheist 5 9 day2_score 95.03
789 female 20 FALSE Atheist 5 6 day2_score 85.76
790 female 27 FALSE Christian 5 4 day2_score 155.09
791 female 22 FALSE Atheist 4 5 day2_score 155.56
792 male 20 FALSE Christian 4 6 day2_score 84.83
793 male 19 FALSE Atheist 4 6 day2_score 150.24
794 male 19 FALSE Muslim 6 4 day2_score 146.27
795 male 19 FALSE Atheist 5 4 day2_score 149.36
796 male 19 FALSE Buddhist 4 6 day2_score 140.35
797 female 22 FALSE Atheist 5 5 day2_score 90.94
798 male 20 TRUE Atheist 5 10 day2_score 199.63
799 female 18 FALSE Hindu 6 6 day2_score 128.92
800 male 17 FALSE Atheist 6 7 day2_score 123.67
801 male 21 FALSE Hindu 3 8 day2_score 110.17
802 male 18 TRUE Atheist 3 7 day2_score 152.62
803 male 19 FALSE Muslim 6 8 day2_score 119.15
804 female 22 FALSE Atheist 7 9 day2_score 121.96
805 female 21 TRUE Hindu 6 6 day2_score 162.00
806 female 18 FALSE Atheist 5 8 day2_score 114.81
807 male 19 FALSE Atheist 5 6 day2_score 137.05
808 female 21 TRUE Christian 5 5 day2_score 199.62
809 male 21 FALSE Christian 5 6 day2_score 123.97
810 female 20 FALSE Atheist 5 5 day2_score 83.69
811 female 18 FALSE Muslim 5 5 day2_score 84.32
812 female 18 FALSE Atheist 5 6 day2_score 114.70
813 male 18 TRUE Atheist 5 7 day2_score 224.40
814 female 20 TRUE Christian 4 3 day2_score 146.26
815 female 21 TRUE Christian 5 7 day2_score 210.09
816 male 19 FALSE Muslim 4 9 day2_score 121.25
817 female 18 FALSE Christian 8 1 day2_score 94.96
818 male 18 TRUE Christian 4 3 day2_score 224.05
819 female 21 FALSE Christian 4 6 day2_score 63.53
820 male 24 FALSE Atheist 4 9 day2_score 93.99
821 female 20 FALSE Christian 6 5 day2_score 85.84
822 male 21 FALSE Atheist 5 6 day2_score 129.62
823 male 24 FALSE Atheist 4 6 day2_score 186.56
824 female 18 FALSE Christian 5 5 day2_score 86.81
825 male 20 FALSE Muslim 4 6 day2_score 105.63
826 female 20 FALSE Atheist 3 5 day2_score 97.40
827 female 19 FALSE Christian 7 8 day2_score 157.94
828 male 18 TRUE Atheist 6 6 day2_score 173.82
829 female 21 FALSE Christian 5 3 day2_score 95.43
830 male 21 FALSE Christian 6 7 day2_score 154.41
831 female 18 FALSE Buddhist 6 4 day2_score 135.83
832 female 17 FALSE Atheist 5 5 day2_score 100.73
833 male 19 FALSE Atheist 5 4 day2_score 132.29
834 female 20 FALSE Atheist 5 11 day2_score 94.87
835 female 20 FALSE Christian 4 5 day2_score 95.97
836 female 21 FALSE Buddhist 6 8 day2_score 144.42
837 female 20 FALSE Atheist 4 6 day2_score 129.43
838 male 22 FALSE Muslim 5 7 day2_score 116.66
839 female 22 FALSE Atheist 6 3 day2_score 136.77
840 male 24 FALSE Christian 5 6 day2_score 152.01
841 female 19 FALSE Atheist 5 6 day2_score 124.50
842 male 21 TRUE Christian 5 7 day2_score 122.78
843 female 21 FALSE Atheist 5 7 day2_score 65.68
844 female 17 FALSE Atheist 6 5 day2_score 124.69
845 male 21 FALSE Christian 5 7 day2_score 123.13
846 male 19 FALSE Christian 4 6 day2_score 165.23
847 female 19 FALSE Atheist 6 5 day2_score 142.71
848 female 19 TRUE Atheist 7 5 day2_score 139.16
849 male 20 FALSE Buddhist 6 7 day2_score 86.53
850 female 19 FALSE Christian 5 6 day2_score 63.28
851 female 18 FALSE Christian 4 3 day2_score 117.28
852 female 19 FALSE Christian 3 4 day2_score 103.78
853 female 22 FALSE Atheist 6 7 day2_score 133.74
854 female 19 FALSE Atheist 5 9 day2_score 64.16
855 male 20 TRUE Atheist 1 7 day2_score 185.08
856 male 19 FALSE Christian 4 7 day2_score 116.69
857 male 17 FALSE Muslim 5 5 day2_score 125.45
858 male 21 FALSE Christian 5 8 day2_score 172.68
859 male 21 FALSE Atheist 6 7 day2_score 146.43
860 male 19 FALSE Atheist 5 5 day2_score 147.78
861 male 21 FALSE Hindu 6 7 day2_score 59.22
862 female 23 TRUE Buddhist 5 7 day2_score 218.72
863 female 23 FALSE Christian 4 8 day2_score 120.68
864 female 20 FALSE Atheist 4 1 day2_score 88.37
865 male 20 FALSE Christian 4 8 day2_score 124.98
866 male 20 FALSE Atheist 5 7 day2_score 111.40
867 female 21 TRUE Christian 6 5 day2_score 200.59
868 female 22 FALSE Atheist 4 8 day2_score 116.57
869 male 18 FALSE Christian 4 4 day2_score 128.54
870 male 16 FALSE Christian 6 3 day2_score 133.63
871 male 21 FALSE Atheist 3 6 day2_score 109.22
872 male 21 FALSE Buddhist 4 7 day2_score 172.61
873 male 22 FALSE Christian 5 7 day2_score 78.17
874 female 21 FALSE Christian 5 9 day2_score 69.04
875 female 21 FALSE Muslim 4 6 day2_score 119.64
876 female 20 FALSE Christian 5 9 day2_score 101.42
877 male 20 FALSE Christian 4 5 day2_score 99.57
878 male 21 FALSE Muslim 5 4 day2_score 107.14
879 female 21 FALSE Christian 6 4 day2_score 148.52
880 female 22 FALSE Hindu 3 5 day2_score 87.98
881 male 16 TRUE Atheist 5 7 day2_score 159.99
882 female 20 FALSE Christian 7 5 day2_score 119.48
883 male 22 FALSE Buddhist 6 9 day2_score 157.88
884 male 15 FALSE Atheist 4 8 day2_score 167.13
885 female 19 FALSE Muslim 4 7 day2_score 90.38
886 female 17 FALSE Christian 6 6 day2_score 120.68
887 female 16 FALSE Christian 5 8 day2_score 97.85
888 female 21 FALSE Buddhist 5 4 day2_score 112.07
889 female 20 FALSE Atheist 5 10 day2_score 99.52
890 female 18 FALSE Muslim 6 7 day2_score 105.04
891 female 19 TRUE Christian 5 4 day2_score 159.73
892 male 19 TRUE Muslim 6 6 day2_score 206.51
893 male 22 FALSE Christian 5 7 day2_score 179.40
894 female 20 FALSE Christian 6 1 day2_score 153.17
895 male 25 FALSE Christian 5 6 day2_score 78.50
896 male 20 FALSE Atheist 4 6 day2_score 118.54
897 male 23 FALSE Muslim 6 8 day2_score 109.75
898 female 21 TRUE Christian 4 10 day2_score 162.05
899 male 20 FALSE Christian 4 4 day2_score 66.43
900 female 22 FALSE Christian 5 2 day2_score 139.73
901 female 22 FALSE Christian 4 7 day2_score 85.89
902 female 20 FALSE Atheist 5 6 day2_score 129.86
903 female 19 FALSE Muslim 6 5 day2_score 130.20
904 female 19 FALSE Buddhist 4 6 day2_score 61.91
905 female 19 FALSE Christian 4 5 day2_score 151.04
906 male 21 FALSE Atheist 5 7 day2_score 99.84
907 male 21 FALSE Christian 5 8 day2_score 109.25
908 male 21 FALSE Atheist 6 5 day2_score 114.76
909 female 20 FALSE Christian 6 6 day2_score 116.19
910 female 22 FALSE Christian 5 1 day2_score 135.38
911 male 20 TRUE Christian 6 7 day2_score 185.34
912 male 18 TRUE Atheist 5 5 day2_score 158.33
913 male 20 FALSE Buddhist 6 5 day2_score 112.84
914 male 19 FALSE Christian 6 6 day2_score 143.29
915 female 21 FALSE Hindu 6 2 day2_score 143.44
916 female 22 FALSE Christian 5 5 day2_score 99.58
917 male 22 FALSE Christian 5 4 day2_score 98.72
918 male 21 TRUE Christian 7 9 day2_score 124.14
919 female 20 FALSE Buddhist 4 6 day2_score 164.02
920 male 20 FALSE Atheist 6 7 day2_score 152.26
921 male 20 FALSE Muslim 3 6 day2_score 122.00
922 male 18 TRUE Atheist 5 7 day2_score 148.66
923 male 20 FALSE Atheist 5 4 day2_score 121.19
924 female 19 FALSE Christian 5 7 day2_score 136.64
925 female 22 FALSE Muslim 3 5 day2_score 70.53
926 female 21 FALSE Muslim 6 7 day2_score 139.54
927 female 16 FALSE Christian 5 7 day2_score 77.85
928 male 20 FALSE Hindu 5 8 day2_score 99.04
929 male 19 FALSE Christian 4 5 day2_score 164.23
930 female 19 FALSE Atheist 6 5 day2_score 79.85
931 female 23 FALSE Muslim 6 8 day2_score 129.96
932 male 20 FALSE Muslim 4 4 day2_score 148.58
933 male 23 FALSE Christian 5 10 day2_score 77.74
934 female 21 FALSE Atheist 6 8 day2_score 151.77
935 female 21 FALSE Hindu 6 6 day2_score 133.93
936 male 18 FALSE Atheist 6 5 day2_score 82.75
937 male 22 FALSE Buddhist 5 4 day2_score 108.26
938 male 17 FALSE Buddhist 3 4 day2_score 158.83
939 female 20 FALSE Atheist 6 6 day2_score 113.68
940 male 20 FALSE Atheist 3 1 day2_score 135.23
941 female 20 FALSE Atheist 5 10 day2_score 112.40
942 female 21 FALSE Christian 4 6 day2_score 98.26
943 male 22 FALSE Hindu 6 7 day2_score 116.40
944 male 20 TRUE Atheist 5 7 day2_score 184.89
945 female 17 FALSE Atheist 4 8 day2_score 120.97
946 male 21 FALSE Muslim 5 5 day2_score 144.23
947 female 17 FALSE Buddhist 3 6 day2_score 157.01
948 female 22 FALSE Muslim 6 4 day2_score 88.09
949 male 23 FALSE Atheist 5 8 day2_score 165.33
950 male 21 FALSE Atheist 6 8 day2_score 208.14
951 female 16 FALSE Atheist 5 1 day2_score 118.75
952 male 18 FALSE Muslim 7 4 day2_score 133.33
953 male 16 FALSE Muslim 5 7 day2_score 104.73
954 male 20 FALSE Christian 4 4 day2_score 152.31
955 female 17 FALSE Christian 5 8 day2_score 119.38
956 male 20 FALSE Atheist 5 9 day2_score 168.27
957 female 20 FALSE Christian 5 8 day2_score 111.90
958 male 21 FALSE Muslim 5 2 day2_score 133.53
959 male 17 FALSE Atheist 5 7 day2_score 85.31
960 female 20 FALSE Buddhist 4 6 day2_score 131.49
961 female 19 FALSE Atheist 4 8 day2_score 78.30
962 female 20 FALSE Atheist 7 3 day2_score 112.98
963 female 22 FALSE Atheist 6 11 day2_score 134.78
964 male 19 TRUE Atheist 6 5 day2_score 208.47
965 female 20 FALSE Atheist 5 5 day2_score 115.91
966 male 23 FALSE Atheist 5 3 day2_score 91.60
967 female 23 FALSE Christian 4 7 day2_score 119.65
968 female 17 FALSE Atheist 6 6 day2_score 83.18
969 male 19 FALSE Muslim 5 6 day2_score 106.52
970 female 23 TRUE Christian 2 9 day2_score 204.02
971 female 21 FALSE Hindu 6 11 day2_score 157.38
972 male 24 FALSE Atheist 4 6 day2_score 117.53
973 female 20 FALSE Buddhist 6 11 day2_score 104.01
974 female 22 FALSE Atheist 5 7 day2_score 48.28
975 female 20 FALSE Atheist 6 4 day2_score 79.31
976 male 17 FALSE Atheist 4 9 day2_score 153.34
977 female 24 FALSE Christian 6 7 day2_score 107.32
978 male 19 FALSE Atheist 5 3 day2_score 139.63
979 male 25 FALSE Atheist 7 4 day2_score 93.11
980 female 16 FALSE Atheist 5 7 day2_score 111.33
981 female 20 TRUE Christian 6 7 day2_score 163.61
982 male 19 FALSE Buddhist 5 7 day2_score 156.11
983 female 23 FALSE Christian 6 9 day2_score 89.84
984 male 20 FALSE Atheist 5 5 day2_score 169.58
985 male 22 FALSE Christian 5 7 day2_score 82.18
986 male 17 FALSE Atheist 5 9 day2_score 162.39
987 male 16 FALSE Atheist 3 5 day2_score 131.85
988 male 19 FALSE Atheist 8 9 day2_score 151.44
989 female 19 TRUE Buddhist 5 4 day2_score 138.36
990 male 19 FALSE Christian 4 6 day2_score 130.13
991 male 17 FALSE Atheist 5 4 day2_score 113.32
992 male 19 FALSE Muslim 7 5 day2_score 169.65
993 male 23 FALSE Atheist 3 5 day2_score 125.65
994 female 19 FALSE Muslim 5 5 day2_score 148.80
995 male 21 FALSE Atheist 4 9 day2_score 144.54
996 female 21 TRUE Atheist 3 3 day2_score 194.72
997 male 21 FALSE Christian 5 6 day2_score 118.89
998 male 19 FALSE Muslim 5 6 day2_score 95.63
999 female 19 FALSE Christian 6 8 day2_score 69.92
1000 male 23 TRUE Christian 6 6 day2_score 159.61

Converting the day variable

  • Converting the “day” variable to a proper numeric variable requires an additional tool, but it’s very possible:
my_data %>%
  gather(key = "day", value = "score", day1_score:day2_score) %>%
  mutate(day = str_extract(day, "\\d")) %>%
  knitr::kable()
ID gender age smoker religion cesd1 cesd2 day score
1 female 20 FALSE Atheist 6 5 1 105.10
2 female 21 FALSE Christian 7 3 1 80.43
3 female 18 FALSE Buddhist 5 5 1 113.19
4 female 24 FALSE Atheist 5 6 1 55.96
5 male 18 FALSE Christian 5 7 1 52.98
6 female 20 FALSE Atheist 5 6 1 119.63
7 male 20 FALSE Buddhist 4 6 1 77.43
8 male 18 FALSE Muslim 4 5 1 175.27
9 male 22 TRUE Christian 5 3 1 165.36
10 male 22 FALSE Muslim 5 7 1 85.21
11 male 23 FALSE Atheist 4 6 1 118.40
12 male 21 FALSE Muslim 5 8 1 84.83
13 male 17 FALSE Atheist 6 10 1 148.70
14 female 23 FALSE Muslim 6 7 1 50.22
15 male 20 FALSE Atheist 4 8 1 110.39
16 male 17 FALSE Hindu 5 5 1 72.64
17 female 18 FALSE Hindu 6 4 1 146.05
18 male 20 FALSE Muslim 4 8 1 96.71
19 male 20 TRUE Buddhist 7 7 1 134.12
20 female 21 FALSE Atheist 4 6 1 117.68
21 male 21 FALSE Christian 4 7 1 143.04
22 female 22 FALSE Atheist 4 3 1 68.37
23 male 21 FALSE Buddhist 5 6 1 111.24
24 male 23 FALSE Atheist 4 4 1 126.99
25 male 19 FALSE Christian 3 6 1 123.28
26 female 20 TRUE Christian 6 7 1 54.57
27 male 23 FALSE Atheist 4 7 1 137.96
28 male 22 FALSE Atheist 3 2 1 107.26
29 female 18 FALSE Atheist 7 7 1 83.80
30 female 18 FALSE Atheist 6 3 1 157.70
31 male 22 FALSE Christian 5 4 1 52.16
32 female 20 FALSE Muslim 5 2 1 77.16
33 male 19 FALSE Muslim 5 7 1 66.41
34 female 21 FALSE Christian 6 7 1 148.20
35 female 20 FALSE Atheist 6 2 1 168.21
36 male 23 FALSE Muslim 5 9 1 92.79
37 male 17 FALSE Atheist 3 6 1 135.11
38 female 17 FALSE Buddhist 5 4 1 72.55
39 male 20 TRUE Atheist 7 2 1 131.97
40 female 21 TRUE Atheist 6 6 1 171.40
41 male 21 FALSE Atheist 7 6 1 112.19
42 male 22 FALSE Atheist 5 5 1 128.24
43 male 20 TRUE Christian 2 7 1 210.06
44 male 21 FALSE Atheist 5 5 1 108.49
45 female 18 FALSE Atheist 4 6 1 116.25
46 male 18 TRUE Buddhist 6 4 1 95.41
47 female 18 FALSE Christian 4 3 1 110.12
48 female 16 FALSE Christian 5 10 1 88.88
49 male 21 FALSE Atheist 6 7 1 182.75
50 female 19 FALSE Atheist 6 7 1 129.44
51 female 21 FALSE Christian 4 4 1 92.07
52 female 22 FALSE Atheist 5 5 1 36.87
53 male 20 FALSE Buddhist 4 7 1 65.83
54 male 19 FALSE Atheist 3 6 1 69.39
55 female 23 FALSE Hindu 6 6 1 117.74
56 male 21 TRUE Muslim 6 7 1 149.16
57 male 19 FALSE Atheist 4 7 1 40.03
58 male 20 FALSE Buddhist 6 6 1 157.67
59 female 19 FALSE Christian 6 6 1 95.95
60 female 17 FALSE Buddhist 6 -2 1 73.23
61 female 22 FALSE Muslim 6 9 1 93.15
62 female 23 FALSE Christian 4 9 1 86.91
63 female 20 FALSE Muslim 5 5 1 97.31
64 male 20 FALSE Christian 5 8 1 122.93
65 female 18 FALSE Atheist 5 4 1 84.27
66 female 20 FALSE Atheist 4 1 1 45.41
67 female 19 FALSE Christian 5 7 1 92.79
68 female 17 TRUE Atheist 4 7 1 130.40
69 male 22 FALSE Buddhist 4 7 1 80.46
70 male 19 FALSE Christian 5 8 1 90.44
71 male 20 FALSE Atheist 4 8 1 160.32
72 male 20 FALSE Atheist 5 5 1 72.31
73 female 22 FALSE Christian 7 8 1 138.70
74 male 21 FALSE Hindu 3 4 1 135.84
75 male 23 FALSE Hindu 4 4 1 102.17
76 male 17 FALSE Hindu 6 9 1 69.95
77 female 21 FALSE Atheist 6 7 1 96.88
78 male 19 TRUE Christian 5 3 1 126.38
79 female 20 FALSE Christian 5 5 1 73.01
80 female 18 FALSE Atheist 3 3 1 73.51
81 male 20 TRUE Atheist 5 5 1 71.51
82 male 21 FALSE Christian 6 6 1 73.67
83 male 22 FALSE Buddhist 6 9 1 126.15
84 female 19 TRUE Atheist 4 4 1 110.30
85 female 22 FALSE Christian 6 7 1 117.73
86 male 20 FALSE Atheist 5 7 1 99.76
87 male 20 TRUE Muslim 5 8 1 100.96
88 male 19 FALSE Christian 4 8 1 134.90
89 male 22 FALSE Buddhist 6 4 1 87.93
90 female 20 FALSE Christian 6 3 1 107.79
91 female 22 FALSE Christian 5 7 1 123.16
92 male 21 FALSE Atheist 6 4 1 117.33
93 female 22 FALSE Muslim 5 8 1 145.38
94 female 17 FALSE Buddhist 6 3 1 107.31
95 male 22 FALSE Atheist 5 6 1 135.89
96 male 18 FALSE Atheist 7 5 1 107.08
97 male 17 FALSE Atheist 5 6 1 120.62
98 male 20 FALSE Atheist 4 8 1 141.73
99 male 19 FALSE Atheist 3 7 1 111.47
100 male 17 FALSE Muslim 5 7 1 85.22
101 female 22 TRUE Muslim 4 4 1 130.90
102 male 23 FALSE Atheist 4 8 1 132.35
103 female 17 FALSE Christian 5 5 1 66.40
104 male 20 FALSE Christian 6 11 1 62.44
105 female 19 FALSE Buddhist 4 5 1 153.16
106 female 21 FALSE Christian 4 8 1 75.24
107 female 18 FALSE Muslim 6 5 1 92.17
108 female 23 TRUE Atheist 6 6 1 144.60
109 female 19 FALSE Atheist 3 8 1 74.28
110 female 17 FALSE Atheist 4 6 1 117.18
111 male 17 FALSE Hindu 6 4 1 105.91
112 male 21 FALSE Hindu 7 6 1 108.65
113 female 21 FALSE Muslim 4 6 1 103.72
114 male 18 FALSE Muslim 4 2 1 89.70
115 male 20 FALSE Christian 4 8 1 111.57
116 female 21 FALSE Atheist 5 8 1 135.93
117 male 22 FALSE Christian 5 7 1 61.62
118 male 22 FALSE Christian 5 7 1 98.03
119 male 22 FALSE Atheist 5 4 1 124.72
120 male 19 TRUE Atheist 4 7 1 137.33
121 female 20 FALSE Buddhist 5 4 1 81.16
122 male 22 FALSE Atheist 5 4 1 120.38
123 female 17 FALSE Christian 4 6 1 153.00
124 male 23 FALSE Christian 4 7 1 135.39
125 female 20 FALSE Hindu 5 7 1 106.24
126 female 20 FALSE Christian 5 6 1 99.23
127 male 20 FALSE Atheist 4 5 1 161.32
128 male 20 FALSE Muslim 5 3 1 57.59
129 female 21 FALSE Muslim 3 7 1 96.10
130 female 18 FALSE Muslim 6 7 1 52.17
131 female 19 FALSE Atheist 3 6 1 103.01
132 male 21 FALSE Christian 4 5 1 140.07
133 female 22 TRUE Buddhist 6 7 1 161.87
134 male 22 FALSE Atheist 6 5 1 119.85
135 male 26 FALSE Atheist 5 3 1 139.96
136 male 17 FALSE Atheist 4 7 1 77.88
137 male 21 FALSE Atheist 5 7 1 7.31
138 male 22 FALSE Buddhist 7 6 1 121.14
139 female 17 FALSE Muslim 4 7 1 100.27
140 female 19 FALSE Atheist 6 7 1 109.59
141 male 18 FALSE Christian 6 9 1 77.14
142 female 20 FALSE Hindu 5 7 1 78.64
143 female 20 FALSE Christian 6 6 1 113.94
144 male 17 FALSE Christian 5 7 1 83.79
145 female 22 FALSE Atheist 6 10 1 76.50
146 male 20 FALSE Atheist 5 10 1 134.89
147 female 23 FALSE Muslim 6 7 1 94.62
148 male 19 FALSE Atheist 5 5 1 67.64
149 male 19 FALSE Muslim 6 9 1 108.65
150 male 19 FALSE Muslim 4 4 1 54.03
151 female 17 FALSE Atheist 4 5 1 123.15
152 female 22 FALSE Muslim 6 4 1 21.75
153 male 19 FALSE Christian 6 6 1 89.02
154 female 17 FALSE Atheist 5 9 1 82.12
155 male 18 FALSE Buddhist 6 3 1 93.10
156 female 20 FALSE Atheist 5 6 1 60.13
157 male 21 FALSE Buddhist 5 9 1 67.76
158 female 18 FALSE Christian 5 7 1 90.71
159 female 24 FALSE Atheist 6 11 1 132.46
160 female 18 FALSE Christian 5 4 1 96.84
161 male 19 TRUE Christian 7 8 1 159.69
162 male 17 FALSE Atheist 5 5 1 112.35
163 male 20 FALSE Atheist 6 6 1 115.92
164 female 18 FALSE Atheist 5 6 1 133.05
165 female 20 FALSE Atheist 6 10 1 142.57
166 female 20 FALSE Atheist 6 5 1 104.78
167 female 18 FALSE Christian 5 9 1 64.54
168 male 20 TRUE Atheist 5 10 1 136.60
169 male 21 FALSE Atheist 4 7 1 131.40
170 female 20 FALSE Atheist 4 8 1 158.14
171 female 22 FALSE Hindu 5 3 1 131.93
172 female 23 FALSE Muslim 5 9 1 64.77
173 male 22 TRUE Christian 5 8 1 180.55
174 female 20 FALSE Christian 5 5 1 103.79
175 male 20 FALSE Atheist 6 4 1 145.12
176 male 21 FALSE Muslim 5 5 1 72.84
177 female 21 FALSE Atheist 6 8 1 139.54
178 female 20 FALSE Atheist 5 7 1 62.95
179 male 18 FALSE Muslim 4 5 1 77.49
180 male 20 FALSE Buddhist 7 9 1 92.16
181 female 22 FALSE Atheist 5 7 1 50.77
182 female 20 TRUE Muslim 6 7 1 136.89
183 male 18 FALSE Christian 5 8 1 73.91
184 male 20 FALSE Christian 5 3 1 134.75
185 male 17 FALSE Christian 6 6 1 81.68
186 male 21 FALSE Atheist 6 8 1 52.69
187 female 19 FALSE Hindu 6 7 1 95.69
188 female 19 FALSE Christian 4 7 1 48.89
189 female 19 FALSE Hindu 7 5 1 74.61
190 female 18 FALSE Muslim 4 5 1 130.69
191 female 17 FALSE Atheist 4 3 1 117.14
192 male 18 FALSE Atheist 4 5 1 79.41
193 female 23 FALSE Atheist 5 8 1 93.74
194 female 19 FALSE Christian 6 9 1 129.94
195 female 19 FALSE Buddhist 5 6 1 75.31
196 male 18 FALSE Atheist 5 3 1 39.91
197 male 21 TRUE Hindu 3 6 1 63.88
198 female 22 FALSE Christian 7 7 1 82.12
199 female 22 FALSE Atheist 7 7 1 122.08
200 male 20 TRUE Christian 7 10 1 143.58
201 male 22 FALSE Christian 5 7 1 129.10
202 female 18 FALSE Muslim 4 7 1 109.66
203 male 21 FALSE Christian 5 5 1 84.99
204 female 22 FALSE Hindu 3 4 1 43.84
205 female 23 FALSE Christian 5 5 1 93.12
206 male 21 FALSE Muslim 3 8 1 164.43
207 female 19 FALSE Atheist 5 6 1 82.53
208 female 24 TRUE Hindu 5 7 1 111.18
209 female 23 FALSE Buddhist 5 9 1 149.63
210 female 20 FALSE Atheist 4 4 1 48.91
211 female 18 FALSE Atheist 6 9 1 68.96
212 male 16 FALSE Christian 6 5 1 136.77
213 female 21 FALSE Muslim 5 3 1 101.63
214 male 18 TRUE Muslim 6 7 1 130.49
215 female 22 TRUE Muslim 6 6 1 138.01
216 female 18 FALSE Christian 5 10 1 90.66
217 male 21 FALSE Christian 6 7 1 141.43
218 male 20 FALSE Muslim 5 5 1 189.82
219 male 23 TRUE Atheist 6 6 1 131.71
220 female 21 FALSE Muslim 6 7 1 92.03
221 male 20 FALSE Christian 5 6 1 108.13
222 female 21 FALSE Muslim 7 4 1 98.67
223 male 19 FALSE Atheist 4 6 1 137.66
224 female 18 FALSE Atheist 7 5 1 98.96
225 female 17 FALSE Atheist 6 7 1 111.49
226 female 18 FALSE Atheist 5 10 1 87.68
227 male 23 FALSE Buddhist 6 9 1 77.53
228 female 25 FALSE Atheist 4 4 1 87.68
229 female 21 FALSE Atheist 6 6 1 127.04
230 female 22 FALSE Atheist 6 3 1 78.31
231 female 21 FALSE Atheist 4 8 1 121.81
232 male 21 FALSE Atheist 4 7 1 110.64
233 male 19 FALSE Buddhist 5 6 1 107.29
234 male 24 FALSE Atheist 6 2 1 87.81
235 male 25 FALSE Hindu 4 2 1 49.27
236 male 16 FALSE Buddhist 4 8 1 114.41
237 female 22 TRUE Christian 5 4 1 118.15
238 male 20 FALSE Christian 5 7 1 125.49
239 male 21 FALSE Christian 7 9 1 96.60
240 male 22 FALSE Muslim 5 4 1 145.06
241 male 20 FALSE Christian 4 0 1 102.78
242 male 21 FALSE Atheist 4 5 1 115.07
243 male 19 FALSE Christian 5 9 1 71.80
244 female 22 FALSE Buddhist 6 4 1 14.34
245 female 21 TRUE Atheist 5 8 1 51.36
246 female 20 FALSE Atheist 4 8 1 78.24
247 male 22 FALSE Atheist 5 3 1 91.69
248 female 20 TRUE Atheist 5 6 1 126.50
249 male 21 FALSE Christian 6 5 1 104.82
250 male 19 FALSE Atheist 2 9 1 105.88
251 male 22 FALSE Atheist 6 7 1 108.37
252 male 22 FALSE Christian 6 5 1 72.73
253 male 23 FALSE Atheist 6 11 1 58.90
254 female 21 FALSE Atheist 4 6 1 103.15
255 female 21 TRUE Atheist 6 4 1 121.63
256 male 19 FALSE Hindu 5 8 1 110.65
257 male 19 TRUE Christian 6 6 1 68.42
258 female 21 FALSE Muslim 4 3 1 120.32
259 male 19 FALSE Christian 6 4 1 131.41
260 female 20 FALSE Hindu 6 2 1 114.64
261 female 22 FALSE Christian 5 5 1 79.85
262 male 21 FALSE Atheist 6 8 1 93.67
263 male 25 TRUE Muslim 5 5 1 142.03
264 male 20 FALSE Christian 4 7 1 131.54
265 female 18 TRUE Atheist 6 8 1 157.97
266 male 19 FALSE Muslim 4 5 1 131.91
267 male 23 FALSE Buddhist 7 5 1 128.44
268 female 19 FALSE Hindu 5 6 1 96.56
269 female 20 FALSE Atheist 5 5 1 141.15
270 female 19 FALSE Muslim 4 7 1 154.24
271 female 21 FALSE Hindu 5 4 1 171.57
272 female 24 FALSE Christian 2 4 1 40.37
273 female 23 FALSE Muslim 5 8 1 39.60
274 female 18 FALSE Christian 4 9 1 90.57
275 female 23 FALSE Buddhist 5 6 1 121.59
276 male 22 FALSE Atheist 6 9 1 118.89
277 male 19 TRUE Atheist 5 7 1 61.03
278 male 18 FALSE Hindu 5 6 1 106.92
279 female 17 FALSE Muslim 4 5 1 115.17
280 female 20 FALSE Atheist 6 4 1 159.32
281 female 18 FALSE Atheist 7 8 1 80.11
282 female 22 FALSE Atheist 4 4 1 113.22
283 female 19 FALSE Christian 4 5 1 69.43
284 male 18 FALSE Muslim 5 5 1 121.11
285 female 19 FALSE Atheist 5 6 1 159.10
286 female 20 FALSE Atheist 5 7 1 90.21
287 female 18 FALSE Atheist 5 8 1 115.21
288 male 18 FALSE Christian 5 7 1 61.36
289 male 22 FALSE Christian 7 0 1 91.97
290 female 18 FALSE Christian 4 8 1 87.66
291 female 22 FALSE Atheist 4 9 1 102.71
292 female 23 FALSE Muslim 6 9 1 67.01
293 male 22 FALSE Atheist 6 3 1 57.49
294 female 20 FALSE Christian 4 9 1 91.22
295 female 17 TRUE Christian 5 4 1 124.08
296 male 19 FALSE Atheist 5 8 1 105.39
297 male 17 TRUE Christian 4 8 1 179.16
298 male 20 FALSE Christian 5 6 1 85.72
299 female 20 FALSE Muslim 6 4 1 119.23
300 female 19 FALSE Atheist 5 5 1 62.48
301 female 18 FALSE Buddhist 6 6 1 120.94
302 male 21 FALSE Christian 4 5 1 77.80
303 male 20 FALSE Christian 4 10 1 75.77
304 male 18 FALSE Christian 4 7 1 111.98
305 male 21 FALSE Muslim 5 6 1 65.94
306 male 19 TRUE Buddhist 5 5 1 97.45
307 female 23 FALSE Buddhist 3 4 1 158.23
308 male 18 TRUE Christian 5 6 1 111.18
309 male 18 FALSE Christian 5 7 1 64.97
310 female 22 FALSE Christian 6 5 1 149.65
311 male 17 FALSE Christian 4 5 1 99.79
312 female 18 FALSE Atheist 5 3 1 92.02
313 female 21 FALSE Muslim 6 6 1 63.09
314 male 20 FALSE Muslim 4 7 1 60.40
315 female 21 FALSE Christian 6 6 1 118.64
316 female 17 FALSE Buddhist 4 6 1 107.20
317 female 21 FALSE Christian 4 8 1 93.48
318 male 14 FALSE Atheist 4 7 1 116.11
319 male 22 FALSE Buddhist 5 7 1 71.91
320 female 19 FALSE Christian 5 8 1 130.65
321 female 19 TRUE Atheist 4 4 1 96.23
322 male 20 FALSE Christian 5 7 1 68.03
323 female 21 FALSE Atheist 4 8 1 89.25
324 male 20 FALSE Christian 5 5 1 93.43
325 female 22 FALSE Atheist 6 4 1 89.57
326 male 21 FALSE Christian 6 6 1 83.91
327 male 17 FALSE Atheist 4 9 1 84.61
328 male 21 FALSE Atheist 5 3 1 102.81
329 female 21 FALSE Christian 5 7 1 111.62
330 female 18 FALSE Christian 7 7 1 150.27
331 male 22 FALSE Atheist 7 6 1 89.23
332 male 22 FALSE Buddhist 6 8 1 101.83
333 male 22 TRUE Christian 4 8 1 97.57
334 male 19 FALSE Atheist 4 9 1 100.58
335 female 14 FALSE Christian 5 5 1 74.45
336 female 20 FALSE Christian 5 7 1 105.90
337 male 20 FALSE Atheist 5 8 1 71.55
338 male 19 FALSE Atheist 5 5 1 86.98
339 male 21 FALSE Atheist 5 8 1 100.55
340 male 17 FALSE Christian 3 5 1 45.47
341 male 20 FALSE Atheist 5 5 1 79.40
342 female 20 FALSE Atheist 4 3 1 120.10
343 male 20 FALSE Muslim 6 4 1 47.17
344 male 22 FALSE Atheist 5 1 1 97.88
345 female 19 FALSE Muslim 4 5 1 127.47
346 female 19 TRUE Christian 5 5 1 165.56
347 male 17 FALSE Atheist 5 5 1 32.96
348 male 16 FALSE Christian 6 6 1 93.30
349 female 21 FALSE Buddhist 6 2 1 75.39
350 male 19 FALSE Hindu 4 6 1 37.66
351 female 17 FALSE Atheist 5 4 1 138.78
352 female 21 TRUE Christian 5 8 1 174.12
353 male 21 FALSE Christian 4 4 1 159.12
354 male 17 TRUE Christian 4 9 1 156.94
355 female 22 FALSE Hindu 4 3 1 131.62
356 female 18 FALSE Buddhist 5 6 1 74.32
357 male 20 TRUE Buddhist 5 5 1 169.94
358 male 17 FALSE Atheist 4 3 1 111.83
359 female 19 FALSE Christian 6 3 1 87.21
360 male 19 FALSE Christian 4 5 1 81.29
361 male 19 FALSE Atheist 6 7 1 46.61
362 female 19 TRUE Buddhist 4 0 1 113.03
363 female 21 TRUE Atheist 6 5 1 109.88
364 male 18 FALSE Atheist 5 8 1 156.60
365 female 19 FALSE Atheist 4 9 1 71.39
366 male 19 FALSE Atheist 4 7 1 110.93
367 male 19 FALSE Atheist 5 8 1 87.79
368 female 22 FALSE Atheist 7 8 1 104.05
369 male 22 FALSE Christian 4 8 1 87.15
370 male 19 FALSE Muslim 6 5 1 118.99
371 female 16 FALSE Buddhist 4 5 1 80.03
372 female 22 FALSE Buddhist 5 5 1 135.96
373 female 21 FALSE Christian 6 11 1 87.24
374 female 17 FALSE Atheist 6 6 1 112.47
375 male 17 FALSE Christian 6 2 1 96.38
376 female 21 FALSE Atheist 5 8 1 69.68
377 female 16 FALSE Christian 3 6 1 111.26
378 male 23 TRUE Atheist 4 1 1 115.60
379 female 23 FALSE Atheist 4 4 1 107.57
380 male 17 TRUE Atheist 4 6 1 140.94
381 male 19 FALSE Christian 4 1 1 131.25
382 female 20 FALSE Muslim 6 2 1 77.44
383 female 20 TRUE Atheist 6 4 1 128.84
384 female 24 FALSE Christian 6 5 1 57.33
385 female 21 FALSE Muslim 6 4 1 75.62
386 female 19 FALSE Atheist 4 6 1 127.51
387 male 22 FALSE Christian 5 6 1 104.32
388 male 20 FALSE Atheist 4 7 1 89.11
389 female 21 FALSE Atheist 5 5 1 127.46
390 female 18 FALSE Atheist 4 10 1 114.05
391 male 19 FALSE Atheist 5 8 1 111.94
392 male 20 FALSE Buddhist 6 8 1 119.13
393 male 19 FALSE Christian 5 8 1 47.01
394 male 19 FALSE Christian 5 8 1 109.71
395 male 18 TRUE Atheist 4 9 1 105.74
396 female 20 FALSE Atheist 5 4 1 84.47
397 female 20 FALSE Christian 3 6 1 141.54
398 female 20 FALSE Hindu 5 8 1 121.77
399 male 19 FALSE Muslim 5 4 1 87.84
400 female 17 FALSE Christian 5 8 1 70.93
401 male 22 FALSE Christian 6 3 1 73.94
402 male 21 FALSE Atheist 5 5 1 121.89
403 male 23 FALSE Christian 6 5 1 111.52
404 male 19 TRUE Atheist 6 6 1 175.51
405 male 18 FALSE Buddhist 6 10 1 88.03
406 male 24 TRUE Atheist 5 7 1 157.59
407 female 22 FALSE Atheist 6 4 1 168.86
408 male 19 FALSE Atheist 5 8 1 88.13
409 female 20 FALSE Atheist 6 4 1 111.83
410 male 21 FALSE Atheist 5 4 1 109.39
411 female 21 FALSE Christian 5 4 1 109.82
412 male 17 FALSE Christian 6 8 1 88.05
413 female 19 FALSE Atheist 6 5 1 97.89
414 female 20 FALSE Muslim 7 9 1 202.06
415 female 18 TRUE Hindu 5 2 1 131.47
416 male 20 FALSE Buddhist 5 7 1 105.76
417 female 18 FALSE Atheist 4 6 1 81.54
418 female 22 TRUE Hindu 5 6 1 133.45
419 male 21 FALSE Christian 3 3 1 141.64
420 female 20 FALSE Atheist 4 3 1 155.48
421 female 20 FALSE Buddhist 6 5 1 87.77
422 female 21 FALSE Atheist 4 6 1 143.18
423 male 19 FALSE Atheist 5 7 1 51.49
424 male 25 FALSE Buddhist 6 5 1 99.66
425 female 20 FALSE Atheist 5 2 1 112.26
426 male 20 FALSE Christian 4 2 1 86.04
427 female 19 FALSE Atheist 6 9 1 118.67
428 male 18 FALSE Atheist 6 6 1 128.86
429 female 18 FALSE Hindu 6 7 1 107.21
430 female 21 FALSE Atheist 5 7 1 145.37
431 female 20 FALSE Atheist 4 5 1 60.55
432 male 17 FALSE Christian 5 9 1 98.52
433 female 23 FALSE Atheist 6 7 1 117.23
434 male 20 FALSE Atheist 4 5 1 133.02
435 female 19 FALSE Muslim 4 6 1 79.44
436 female 17 FALSE Christian 4 7 1 116.62
437 male 21 FALSE Christian 3 8 1 58.40
438 male 18 FALSE Hindu 5 4 1 146.22
439 female 21 FALSE Christian 6 4 1 60.58
440 female 21 FALSE Atheist 5 5 1 135.34
441 female 20 FALSE Christian 4 4 1 123.26
442 female 18 FALSE Christian 6 8 1 122.85
443 male 19 FALSE Christian 6 6 1 59.11
444 male 23 FALSE Buddhist 5 4 1 97.35
445 male 24 FALSE Atheist 5 0 1 133.47
446 female 22 FALSE Atheist 5 5 1 39.80
447 female 21 FALSE Atheist 5 9 1 159.54
448 male 23 FALSE Muslim 6 5 1 121.51
449 female 20 FALSE Atheist 5 4 1 108.67
450 female 22 FALSE Atheist 6 10 1 125.55
451 female 19 FALSE Muslim 4 7 1 139.84
452 female 17 FALSE Atheist 6 3 1 72.49
453 female 22 FALSE Atheist 4 8 1 93.30
454 female 22 FALSE Atheist 6 6 1 96.47
455 male 19 FALSE Christian 5 8 1 96.13
456 male 22 FALSE Muslim 6 7 1 134.74
457 male 16 FALSE Atheist 5 9 1 73.50
458 male 19 FALSE Buddhist 5 5 1 139.70
459 female 22 FALSE Buddhist 5 2 1 136.03
460 male 25 TRUE Atheist 4 6 1 102.30
461 female 17 FALSE Atheist 3 10 1 91.32
462 female 20 FALSE Buddhist 4 3 1 143.29
463 female 18 FALSE Atheist 6 7 1 145.47
464 female 20 FALSE Buddhist 6 6 1 112.76
465 male 21 FALSE Buddhist 3 6 1 122.52
466 male 20 FALSE Atheist 6 8 1 98.95
467 male 20 FALSE Muslim 5 6 1 74.27
468 female 19 FALSE Muslim 6 7 1 106.76
469 female 20 FALSE Christian 6 6 1 109.06
470 male 21 FALSE Atheist 5 7 1 87.33
471 male 23 FALSE Christian 5 6 1 87.47
472 male 22 FALSE Christian 6 6 1 69.53
473 female 16 FALSE Buddhist 4 5 1 71.45
474 male 20 FALSE Buddhist 5 6 1 128.36
475 male 22 FALSE Muslim 3 7 1 166.38
476 female 19 TRUE Atheist 7 6 1 173.86
477 female 22 FALSE Hindu 4 2 1 99.89
478 female 22 FALSE Atheist 5 5 1 96.49
479 male 23 FALSE Hindu 4 6 1 90.19
480 female 22 FALSE Christian 3 5 1 65.21
481 male 19 FALSE Atheist 3 8 1 90.21
482 female 21 FALSE Atheist 6 6 1 89.05
483 female 18 FALSE Muslim 4 8 1 38.04
484 male 17 TRUE Muslim 4 5 1 117.52
485 male 18 FALSE Christian 6 6 1 45.04
486 female 17 FALSE Atheist 5 6 1 74.95
487 female 17 FALSE Buddhist 5 8 1 140.71
488 male 22 FALSE Atheist 5 5 1 68.68
489 male 21 FALSE Atheist 5 2 1 129.21
490 male 22 TRUE Atheist 4 4 1 179.06
491 female 17 TRUE Atheist 3 5 1 140.31
492 male 20 FALSE Atheist 5 9 1 64.48
493 male 17 TRUE Muslim 6 2 1 113.14
494 female 22 FALSE Muslim 4 6 1 71.05
495 female 18 FALSE Hindu 5 5 1 67.10
496 female 22 FALSE Christian 5 8 1 99.14
497 male 19 FALSE Christian 6 5 1 112.14
498 female 20 FALSE Christian 5 4 1 90.54
499 male 18 FALSE Christian 5 6 1 62.47
500 male 20 FALSE Muslim 6 8 1 63.87
501 female 20 FALSE Atheist 4 3 1 66.23
502 male 20 TRUE Hindu 3 7 1 90.42
503 female 19 FALSE Atheist 6 1 1 89.25
504 female 20 FALSE Atheist 5 5 1 44.60
505 female 22 FALSE Atheist 6 3 1 130.17
506 male 17 FALSE Christian 4 8 1 72.14
507 female 18 FALSE Hindu 4 8 1 93.97
508 female 19 TRUE Atheist 5 7 1 154.57
509 male 21 FALSE Atheist 5 10 1 120.96
510 female 20 FALSE Christian 6 1 1 103.37
511 male 22 FALSE Muslim 5 5 1 103.53
512 female 21 TRUE Muslim 6 6 1 155.60
513 male 20 FALSE Christian 7 4 1 107.24
514 male 20 FALSE Muslim 5 7 1 126.18
515 female 22 FALSE Christian 5 5 1 83.70
516 female 21 FALSE Christian 5 7 1 122.28
517 female 17 FALSE Atheist 5 7 1 115.47
518 female 22 FALSE Buddhist 4 7 1 176.21
519 female 18 FALSE Muslim 4 6 1 61.05
520 male 18 FALSE Atheist 3 11 1 147.82
521 female 24 FALSE Christian 6 11 1 63.68
522 male 19 FALSE Atheist 6 3 1 110.13
523 female 19 FALSE Atheist 4 3 1 80.56
524 male 18 FALSE Muslim 6 6 1 127.66
525 female 20 FALSE Christian 4 5 1 139.43
526 female 20 FALSE Muslim 4 9 1 92.90
527 male 22 FALSE Christian 4 8 1 39.19
528 female 17 FALSE Christian 5 7 1 138.81
529 male 21 FALSE Atheist 4 7 1 96.29
530 male 18 FALSE Atheist 6 6 1 129.59
531 male 21 FALSE Atheist 6 6 1 109.38
532 female 22 FALSE Atheist 4 7 1 114.77
533 female 18 TRUE Muslim 6 6 1 91.74
534 male 18 FALSE Buddhist 6 4 1 105.11
535 female 21 FALSE Muslim 4 7 1 57.57
536 male 20 FALSE Atheist 4 6 1 115.26
537 male 18 FALSE Atheist 5 9 1 21.95
538 female 20 FALSE Christian 5 2 1 22.45
539 female 17 FALSE Muslim 5 6 1 55.03
540 female 15 FALSE Christian 5 7 1 114.59
541 female 18 FALSE Christian 5 5 1 121.15
542 female 17 FALSE Christian 4 8 1 69.02
543 female 14 FALSE Christian 5 6 1 96.03
544 female 18 FALSE Atheist 4 9 1 112.88
545 male 23 FALSE Christian 4 7 1 116.73
546 male 18 FALSE Buddhist 5 4 1 37.22
547 female 17 FALSE Christian 6 5 1 99.33
548 female 23 FALSE Muslim 5 8 1 95.42
549 female 18 FALSE Atheist 5 6 1 86.49
550 male 18 FALSE Atheist 3 6 1 79.82
551 male 22 FALSE Christian 6 7 1 103.55
552 male 22 FALSE Christian 5 3 1 95.33
553 male 20 FALSE Muslim 4 7 1 102.32
554 male 21 FALSE Atheist 4 8 1 94.19
555 male 22 FALSE Christian 4 5 1 74.65
556 female 19 FALSE Christian 6 10 1 147.64
557 female 19 FALSE Buddhist 4 4 1 83.92
558 female 20 FALSE Hindu 3 6 1 74.85
559 female 21 FALSE Atheist 4 6 1 66.11
560 male 22 FALSE Hindu 6 5 1 75.12
561 female 21 TRUE Christian 4 5 1 106.67
562 female 23 FALSE Muslim 5 5 1 73.66
563 female 18 FALSE Christian 7 3 1 136.25
564 female 22 FALSE Christian 6 8 1 116.00
565 male 21 TRUE Christian 6 8 1 132.09
566 male 21 FALSE Muslim 6 7 1 47.74
567 male 20 FALSE Muslim 4 5 1 136.41
568 female 21 FALSE Atheist 5 8 1 149.11
569 male 16 FALSE Atheist 6 6 1 72.04
570 male 21 FALSE Hindu 5 5 1 124.25
571 female 20 FALSE Atheist 4 6 1 99.22
572 male 19 FALSE Christian 5 6 1 102.42
573 male 19 FALSE Christian 4 5 1 95.71
574 male 18 FALSE Christian 4 7 1 115.80
575 male 21 FALSE Christian 6 5 1 47.37
576 female 23 FALSE Buddhist 5 6 1 89.80
577 male 19 FALSE Muslim 5 7 1 111.89
578 female 16 FALSE Atheist 5 8 1 87.79
579 male 20 FALSE Muslim 5 2 1 160.69
580 male 22 FALSE Christian 6 5 1 77.35
581 male 21 FALSE Atheist 5 2 1 125.77
582 female 17 FALSE Christian 7 5 1 114.57
583 male 18 FALSE Christian 7 9 1 132.24
584 male 17 FALSE Christian 6 8 1 112.53
585 male 18 FALSE Muslim 7 7 1 84.68
586 male 19 TRUE Muslim 4 10 1 93.68
587 male 19 FALSE Atheist 5 5 1 122.44
588 male 19 FALSE Hindu 4 6 1 117.12
589 male 19 TRUE Atheist 5 7 1 137.32
590 female 20 FALSE Hindu 6 7 1 115.91
591 male 18 FALSE Muslim 6 5 1 69.10
592 female 22 FALSE Christian 4 9 1 82.54
593 male 21 FALSE Christian 4 3 1 69.96
594 male 18 FALSE Buddhist 6 5 1 114.54
595 male 22 TRUE Muslim 6 4 1 111.63
596 male 21 FALSE Atheist 6 6 1 97.47
597 male 22 FALSE Muslim 5 9 1 94.60
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800 male 17 FALSE Atheist 6 7 2 123.67
801 male 21 FALSE Hindu 3 8 2 110.17
802 male 18 TRUE Atheist 3 7 2 152.62
803 male 19 FALSE Muslim 6 8 2 119.15
804 female 22 FALSE Atheist 7 9 2 121.96
805 female 21 TRUE Hindu 6 6 2 162.00
806 female 18 FALSE Atheist 5 8 2 114.81
807 male 19 FALSE Atheist 5 6 2 137.05
808 female 21 TRUE Christian 5 5 2 199.62
809 male 21 FALSE Christian 5 6 2 123.97
810 female 20 FALSE Atheist 5 5 2 83.69
811 female 18 FALSE Muslim 5 5 2 84.32
812 female 18 FALSE Atheist 5 6 2 114.70
813 male 18 TRUE Atheist 5 7 2 224.40
814 female 20 TRUE Christian 4 3 2 146.26
815 female 21 TRUE Christian 5 7 2 210.09
816 male 19 FALSE Muslim 4 9 2 121.25
817 female 18 FALSE Christian 8 1 2 94.96
818 male 18 TRUE Christian 4 3 2 224.05
819 female 21 FALSE Christian 4 6 2 63.53
820 male 24 FALSE Atheist 4 9 2 93.99
821 female 20 FALSE Christian 6 5 2 85.84
822 male 21 FALSE Atheist 5 6 2 129.62
823 male 24 FALSE Atheist 4 6 2 186.56
824 female 18 FALSE Christian 5 5 2 86.81
825 male 20 FALSE Muslim 4 6 2 105.63
826 female 20 FALSE Atheist 3 5 2 97.40
827 female 19 FALSE Christian 7 8 2 157.94
828 male 18 TRUE Atheist 6 6 2 173.82
829 female 21 FALSE Christian 5 3 2 95.43
830 male 21 FALSE Christian 6 7 2 154.41
831 female 18 FALSE Buddhist 6 4 2 135.83
832 female 17 FALSE Atheist 5 5 2 100.73
833 male 19 FALSE Atheist 5 4 2 132.29
834 female 20 FALSE Atheist 5 11 2 94.87
835 female 20 FALSE Christian 4 5 2 95.97
836 female 21 FALSE Buddhist 6 8 2 144.42
837 female 20 FALSE Atheist 4 6 2 129.43
838 male 22 FALSE Muslim 5 7 2 116.66
839 female 22 FALSE Atheist 6 3 2 136.77
840 male 24 FALSE Christian 5 6 2 152.01
841 female 19 FALSE Atheist 5 6 2 124.50
842 male 21 TRUE Christian 5 7 2 122.78
843 female 21 FALSE Atheist 5 7 2 65.68
844 female 17 FALSE Atheist 6 5 2 124.69
845 male 21 FALSE Christian 5 7 2 123.13
846 male 19 FALSE Christian 4 6 2 165.23
847 female 19 FALSE Atheist 6 5 2 142.71
848 female 19 TRUE Atheist 7 5 2 139.16
849 male 20 FALSE Buddhist 6 7 2 86.53
850 female 19 FALSE Christian 5 6 2 63.28
851 female 18 FALSE Christian 4 3 2 117.28
852 female 19 FALSE Christian 3 4 2 103.78
853 female 22 FALSE Atheist 6 7 2 133.74
854 female 19 FALSE Atheist 5 9 2 64.16
855 male 20 TRUE Atheist 1 7 2 185.08
856 male 19 FALSE Christian 4 7 2 116.69
857 male 17 FALSE Muslim 5 5 2 125.45
858 male 21 FALSE Christian 5 8 2 172.68
859 male 21 FALSE Atheist 6 7 2 146.43
860 male 19 FALSE Atheist 5 5 2 147.78
861 male 21 FALSE Hindu 6 7 2 59.22
862 female 23 TRUE Buddhist 5 7 2 218.72
863 female 23 FALSE Christian 4 8 2 120.68
864 female 20 FALSE Atheist 4 1 2 88.37
865 male 20 FALSE Christian 4 8 2 124.98
866 male 20 FALSE Atheist 5 7 2 111.40
867 female 21 TRUE Christian 6 5 2 200.59
868 female 22 FALSE Atheist 4 8 2 116.57
869 male 18 FALSE Christian 4 4 2 128.54
870 male 16 FALSE Christian 6 3 2 133.63
871 male 21 FALSE Atheist 3 6 2 109.22
872 male 21 FALSE Buddhist 4 7 2 172.61
873 male 22 FALSE Christian 5 7 2 78.17
874 female 21 FALSE Christian 5 9 2 69.04
875 female 21 FALSE Muslim 4 6 2 119.64
876 female 20 FALSE Christian 5 9 2 101.42
877 male 20 FALSE Christian 4 5 2 99.57
878 male 21 FALSE Muslim 5 4 2 107.14
879 female 21 FALSE Christian 6 4 2 148.52
880 female 22 FALSE Hindu 3 5 2 87.98
881 male 16 TRUE Atheist 5 7 2 159.99
882 female 20 FALSE Christian 7 5 2 119.48
883 male 22 FALSE Buddhist 6 9 2 157.88
884 male 15 FALSE Atheist 4 8 2 167.13
885 female 19 FALSE Muslim 4 7 2 90.38
886 female 17 FALSE Christian 6 6 2 120.68
887 female 16 FALSE Christian 5 8 2 97.85
888 female 21 FALSE Buddhist 5 4 2 112.07
889 female 20 FALSE Atheist 5 10 2 99.52
890 female 18 FALSE Muslim 6 7 2 105.04
891 female 19 TRUE Christian 5 4 2 159.73
892 male 19 TRUE Muslim 6 6 2 206.51
893 male 22 FALSE Christian 5 7 2 179.40
894 female 20 FALSE Christian 6 1 2 153.17
895 male 25 FALSE Christian 5 6 2 78.50
896 male 20 FALSE Atheist 4 6 2 118.54
897 male 23 FALSE Muslim 6 8 2 109.75
898 female 21 TRUE Christian 4 10 2 162.05
899 male 20 FALSE Christian 4 4 2 66.43
900 female 22 FALSE Christian 5 2 2 139.73
901 female 22 FALSE Christian 4 7 2 85.89
902 female 20 FALSE Atheist 5 6 2 129.86
903 female 19 FALSE Muslim 6 5 2 130.20
904 female 19 FALSE Buddhist 4 6 2 61.91
905 female 19 FALSE Christian 4 5 2 151.04
906 male 21 FALSE Atheist 5 7 2 99.84
907 male 21 FALSE Christian 5 8 2 109.25
908 male 21 FALSE Atheist 6 5 2 114.76
909 female 20 FALSE Christian 6 6 2 116.19
910 female 22 FALSE Christian 5 1 2 135.38
911 male 20 TRUE Christian 6 7 2 185.34
912 male 18 TRUE Atheist 5 5 2 158.33
913 male 20 FALSE Buddhist 6 5 2 112.84
914 male 19 FALSE Christian 6 6 2 143.29
915 female 21 FALSE Hindu 6 2 2 143.44
916 female 22 FALSE Christian 5 5 2 99.58
917 male 22 FALSE Christian 5 4 2 98.72
918 male 21 TRUE Christian 7 9 2 124.14
919 female 20 FALSE Buddhist 4 6 2 164.02
920 male 20 FALSE Atheist 6 7 2 152.26
921 male 20 FALSE Muslim 3 6 2 122.00
922 male 18 TRUE Atheist 5 7 2 148.66
923 male 20 FALSE Atheist 5 4 2 121.19
924 female 19 FALSE Christian 5 7 2 136.64
925 female 22 FALSE Muslim 3 5 2 70.53
926 female 21 FALSE Muslim 6 7 2 139.54
927 female 16 FALSE Christian 5 7 2 77.85
928 male 20 FALSE Hindu 5 8 2 99.04
929 male 19 FALSE Christian 4 5 2 164.23
930 female 19 FALSE Atheist 6 5 2 79.85
931 female 23 FALSE Muslim 6 8 2 129.96
932 male 20 FALSE Muslim 4 4 2 148.58
933 male 23 FALSE Christian 5 10 2 77.74
934 female 21 FALSE Atheist 6 8 2 151.77
935 female 21 FALSE Hindu 6 6 2 133.93
936 male 18 FALSE Atheist 6 5 2 82.75
937 male 22 FALSE Buddhist 5 4 2 108.26
938 male 17 FALSE Buddhist 3 4 2 158.83
939 female 20 FALSE Atheist 6 6 2 113.68
940 male 20 FALSE Atheist 3 1 2 135.23
941 female 20 FALSE Atheist 5 10 2 112.40
942 female 21 FALSE Christian 4 6 2 98.26
943 male 22 FALSE Hindu 6 7 2 116.40
944 male 20 TRUE Atheist 5 7 2 184.89
945 female 17 FALSE Atheist 4 8 2 120.97
946 male 21 FALSE Muslim 5 5 2 144.23
947 female 17 FALSE Buddhist 3 6 2 157.01
948 female 22 FALSE Muslim 6 4 2 88.09
949 male 23 FALSE Atheist 5 8 2 165.33
950 male 21 FALSE Atheist 6 8 2 208.14
951 female 16 FALSE Atheist 5 1 2 118.75
952 male 18 FALSE Muslim 7 4 2 133.33
953 male 16 FALSE Muslim 5 7 2 104.73
954 male 20 FALSE Christian 4 4 2 152.31
955 female 17 FALSE Christian 5 8 2 119.38
956 male 20 FALSE Atheist 5 9 2 168.27
957 female 20 FALSE Christian 5 8 2 111.90
958 male 21 FALSE Muslim 5 2 2 133.53
959 male 17 FALSE Atheist 5 7 2 85.31
960 female 20 FALSE Buddhist 4 6 2 131.49
961 female 19 FALSE Atheist 4 8 2 78.30
962 female 20 FALSE Atheist 7 3 2 112.98
963 female 22 FALSE Atheist 6 11 2 134.78
964 male 19 TRUE Atheist 6 5 2 208.47
965 female 20 FALSE Atheist 5 5 2 115.91
966 male 23 FALSE Atheist 5 3 2 91.60
967 female 23 FALSE Christian 4 7 2 119.65
968 female 17 FALSE Atheist 6 6 2 83.18
969 male 19 FALSE Muslim 5 6 2 106.52
970 female 23 TRUE Christian 2 9 2 204.02
971 female 21 FALSE Hindu 6 11 2 157.38
972 male 24 FALSE Atheist 4 6 2 117.53
973 female 20 FALSE Buddhist 6 11 2 104.01
974 female 22 FALSE Atheist 5 7 2 48.28
975 female 20 FALSE Atheist 6 4 2 79.31
976 male 17 FALSE Atheist 4 9 2 153.34
977 female 24 FALSE Christian 6 7 2 107.32
978 male 19 FALSE Atheist 5 3 2 139.63
979 male 25 FALSE Atheist 7 4 2 93.11
980 female 16 FALSE Atheist 5 7 2 111.33
981 female 20 TRUE Christian 6 7 2 163.61
982 male 19 FALSE Buddhist 5 7 2 156.11
983 female 23 FALSE Christian 6 9 2 89.84
984 male 20 FALSE Atheist 5 5 2 169.58
985 male 22 FALSE Christian 5 7 2 82.18
986 male 17 FALSE Atheist 5 9 2 162.39
987 male 16 FALSE Atheist 3 5 2 131.85
988 male 19 FALSE Atheist 8 9 2 151.44
989 female 19 TRUE Buddhist 5 4 2 138.36
990 male 19 FALSE Christian 4 6 2 130.13
991 male 17 FALSE Atheist 5 4 2 113.32
992 male 19 FALSE Muslim 7 5 2 169.65
993 male 23 FALSE Atheist 3 5 2 125.65
994 female 19 FALSE Muslim 5 5 2 148.80
995 male 21 FALSE Atheist 4 9 2 144.54
996 female 21 TRUE Atheist 3 3 2 194.72
997 male 21 FALSE Christian 5 6 2 118.89
998 male 19 FALSE Muslim 5 6 2 95.63
999 female 19 FALSE Christian 6 8 2 69.92
1000 male 23 TRUE Christian 6 6 2 159.61

spread

  • spread is the opposite of gather
  • We use spread when we have a bunch of variables squeezed into one column
my_data %>%
  gather(key = "day", value = "score", day1_score:day2_score) %>%
  spread(key = 'day', value = 'score') %>%
  knitr::kable()
ID gender age smoker religion cesd1 cesd2 day1_score day2_score
1 female 20 FALSE Atheist 6 5 105.10 184.92
2 female 21 FALSE Christian 7 3 80.43 151.11
3 female 18 FALSE Buddhist 5 5 113.19 127.61
4 female 24 FALSE Atheist 5 6 55.96 148.99
5 male 18 FALSE Christian 5 7 52.98 80.09
6 female 20 FALSE Atheist 5 6 119.63 155.65
7 male 20 FALSE Buddhist 4 6 77.43 125.12
8 male 18 FALSE Muslim 4 5 175.27 135.58
9 male 22 TRUE Christian 5 3 165.36 103.80
10 male 22 FALSE Muslim 5 7 85.21 126.32
11 male 23 FALSE Atheist 4 6 118.40 152.81
12 male 21 FALSE Muslim 5 8 84.83 149.89
13 male 17 FALSE Atheist 6 10 148.70 111.90
14 female 23 FALSE Muslim 6 7 50.22 47.01
15 male 20 FALSE Atheist 4 8 110.39 171.54
16 male 17 FALSE Hindu 5 5 72.64 202.59
17 female 18 FALSE Hindu 6 4 146.05 84.83
18 male 20 FALSE Muslim 4 8 96.71 183.56
19 male 20 TRUE Buddhist 7 7 134.12 185.99
20 female 21 FALSE Atheist 4 6 117.68 125.94
21 male 21 FALSE Christian 4 7 143.04 150.58
22 female 22 FALSE Atheist 4 3 68.37 114.17
23 male 21 FALSE Buddhist 5 6 111.24 88.52
24 male 23 FALSE Atheist 4 4 126.99 125.69
25 male 19 FALSE Christian 3 6 123.28 118.91
26 female 20 TRUE Christian 6 7 54.57 205.55
27 male 23 FALSE Atheist 4 7 137.96 93.15
28 male 22 FALSE Atheist 3 2 107.26 61.93
29 female 18 FALSE Atheist 7 7 83.80 124.48
30 female 18 FALSE Atheist 6 3 157.70 128.63
31 male 22 FALSE Christian 5 4 52.16 63.97
32 female 20 FALSE Muslim 5 2 77.16 72.29
33 male 19 FALSE Muslim 5 7 66.41 122.85
34 female 21 FALSE Christian 6 7 148.20 95.74
35 female 20 FALSE Atheist 6 2 168.21 143.18
36 male 23 FALSE Muslim 5 9 92.79 120.22
37 male 17 FALSE Atheist 3 6 135.11 157.39
38 female 17 FALSE Buddhist 5 4 72.55 115.91
39 male 20 TRUE Atheist 7 2 131.97 155.71
40 female 21 TRUE Atheist 6 6 171.40 178.08
41 male 21 FALSE Atheist 7 6 112.19 137.80
42 male 22 FALSE Atheist 5 5 128.24 124.88
43 male 20 TRUE Christian 2 7 210.06 170.14
44 male 21 FALSE Atheist 5 5 108.49 125.12
45 female 18 FALSE Atheist 4 6 116.25 126.45
46 male 18 TRUE Buddhist 6 4 95.41 129.15
47 female 18 FALSE Christian 4 3 110.12 163.86
48 female 16 FALSE Christian 5 10 88.88 133.18
49 male 21 FALSE Atheist 6 7 182.75 138.37
50 female 19 FALSE Atheist 6 7 129.44 124.44
51 female 21 FALSE Christian 4 4 92.07 60.44
52 female 22 FALSE Atheist 5 5 36.87 69.48
53 male 20 FALSE Buddhist 4 7 65.83 134.73
54 male 19 FALSE Atheist 3 6 69.39 164.99
55 female 23 FALSE Hindu 6 6 117.74 135.53
56 male 21 TRUE Muslim 6 7 149.16 215.97
57 male 19 FALSE Atheist 4 7 40.03 118.72
58 male 20 FALSE Buddhist 6 6 157.67 118.94
59 female 19 FALSE Christian 6 6 95.95 129.58
60 female 17 FALSE Buddhist 6 -2 73.23 145.52
61 female 22 FALSE Muslim 6 9 93.15 83.01
62 female 23 FALSE Christian 4 9 86.91 136.37
63 female 20 FALSE Muslim 5 5 97.31 144.91
64 male 20 FALSE Christian 5 8 122.93 124.70
65 female 18 FALSE Atheist 5 4 84.27 144.18
66 female 20 FALSE Atheist 4 1 45.41 104.95
67 female 19 FALSE Christian 5 7 92.79 149.08
68 female 17 TRUE Atheist 4 7 130.40 173.32
69 male 22 FALSE Buddhist 4 7 80.46 100.83
70 male 19 FALSE Christian 5 8 90.44 80.95
71 male 20 FALSE Atheist 4 8 160.32 109.53
72 male 20 FALSE Atheist 5 5 72.31 163.28
73 female 22 FALSE Christian 7 8 138.70 147.81
74 male 21 FALSE Hindu 3 4 135.84 127.21
75 male 23 FALSE Hindu 4 4 102.17 165.57
76 male 17 FALSE Hindu 6 9 69.95 121.83
77 female 21 FALSE Atheist 6 7 96.88 112.82
78 male 19 TRUE Christian 5 3 126.38 153.36
79 female 20 FALSE Christian 5 5 73.01 87.35
80 female 18 FALSE Atheist 3 3 73.51 107.51
81 male 20 TRUE Atheist 5 5 71.51 172.36
82 male 21 FALSE Christian 6 6 73.67 131.39
83 male 22 FALSE Buddhist 6 9 126.15 126.60
84 female 19 TRUE Atheist 4 4 110.30 151.84
85 female 22 FALSE Christian 6 7 117.73 125.80
86 male 20 FALSE Atheist 5 7 99.76 63.64
87 male 20 TRUE Muslim 5 8 100.96 136.56
88 male 19 FALSE Christian 4 8 134.90 88.68
89 male 22 FALSE Buddhist 6 4 87.93 124.11
90 female 20 FALSE Christian 6 3 107.79 104.98
91 female 22 FALSE Christian 5 7 123.16 126.82
92 male 21 FALSE Atheist 6 4 117.33 130.21
93 female 22 FALSE Muslim 5 8 145.38 104.74
94 female 17 FALSE Buddhist 6 3 107.31 175.47
95 male 22 FALSE Atheist 5 6 135.89 148.06
96 male 18 FALSE Atheist 7 5 107.08 145.94
97 male 17 FALSE Atheist 5 6 120.62 82.49
98 male 20 FALSE Atheist 4 8 141.73 134.26
99 male 19 FALSE Atheist 3 7 111.47 96.94
100 male 17 FALSE Muslim 5 7 85.22 106.98
101 female 22 TRUE Muslim 4 4 130.90 161.05
102 male 23 FALSE Atheist 4 8 132.35 72.30
103 female 17 FALSE Christian 5 5 66.40 76.85
104 male 20 FALSE Christian 6 11 62.44 110.69
105 female 19 FALSE Buddhist 4 5 153.16 112.83
106 female 21 FALSE Christian 4 8 75.24 140.41
107 female 18 FALSE Muslim 6 5 92.17 64.63
108 female 23 TRUE Atheist 6 6 144.60 142.29
109 female 19 FALSE Atheist 3 8 74.28 132.15
110 female 17 FALSE Atheist 4 6 117.18 101.05
111 male 17 FALSE Hindu 6 4 105.91 90.62
112 male 21 FALSE Hindu 7 6 108.65 135.86
113 female 21 FALSE Muslim 4 6 103.72 90.08
114 male 18 FALSE Muslim 4 2 89.70 159.58
115 male 20 FALSE Christian 4 8 111.57 110.48
116 female 21 FALSE Atheist 5 8 135.93 136.44
117 male 22 FALSE Christian 5 7 61.62 117.63
118 male 22 FALSE Christian 5 7 98.03 151.95
119 male 22 FALSE Atheist 5 4 124.72 143.40
120 male 19 TRUE Atheist 4 7 137.33 140.88
121 female 20 FALSE Buddhist 5 4 81.16 139.67
122 male 22 FALSE Atheist 5 4 120.38 100.67
123 female 17 FALSE Christian 4 6 153.00 105.73
124 male 23 FALSE Christian 4 7 135.39 126.46
125 female 20 FALSE Hindu 5 7 106.24 145.93
126 female 20 FALSE Christian 5 6 99.23 148.96
127 male 20 FALSE Atheist 4 5 161.32 92.01
128 male 20 FALSE Muslim 5 3 57.59 116.10
129 female 21 FALSE Muslim 3 7 96.10 162.80
130 female 18 FALSE Muslim 6 7 52.17 163.15
131 female 19 FALSE Atheist 3 6 103.01 153.30
132 male 21 FALSE Christian 4 5 140.07 125.11
133 female 22 TRUE Buddhist 6 7 161.87 190.00
134 male 22 FALSE Atheist 6 5 119.85 147.60
135 male 26 FALSE Atheist 5 3 139.96 157.96
136 male 17 FALSE Atheist 4 7 77.88 71.96
137 male 21 FALSE Atheist 5 7 7.31 66.54
138 male 22 FALSE Buddhist 7 6 121.14 158.84
139 female 17 FALSE Muslim 4 7 100.27 179.95
140 female 19 FALSE Atheist 6 7 109.59 107.57
141 male 18 FALSE Christian 6 9 77.14 93.93
142 female 20 FALSE Hindu 5 7 78.64 126.27
143 female 20 FALSE Christian 6 6 113.94 142.17
144 male 17 FALSE Christian 5 7 83.79 149.85
145 female 22 FALSE Atheist 6 10 76.50 55.66
146 male 20 FALSE Atheist 5 10 134.89 126.71
147 female 23 FALSE Muslim 6 7 94.62 156.38
148 male 19 FALSE Atheist 5 5 67.64 54.36
149 male 19 FALSE Muslim 6 9 108.65 101.49
150 male 19 FALSE Muslim 4 4 54.03 85.82
151 female 17 FALSE Atheist 4 5 123.15 100.89
152 female 22 FALSE Muslim 6 4 21.75 107.34
153 male 19 FALSE Christian 6 6 89.02 135.96
154 female 17 FALSE Atheist 5 9 82.12 104.62
155 male 18 FALSE Buddhist 6 3 93.10 105.05
156 female 20 FALSE Atheist 5 6 60.13 121.28
157 male 21 FALSE Buddhist 5 9 67.76 156.29
158 female 18 FALSE Christian 5 7 90.71 107.60
159 female 24 FALSE Atheist 6 11 132.46 98.61
160 female 18 FALSE Christian 5 4 96.84 75.43
161 male 19 TRUE Christian 7 8 159.69 191.42
162 male 17 FALSE Atheist 5 5 112.35 121.39
163 male 20 FALSE Atheist 6 6 115.92 149.99
164 female 18 FALSE Atheist 5 6 133.05 123.37
165 female 20 FALSE Atheist 6 10 142.57 148.77
166 female 20 FALSE Atheist 6 5 104.78 89.26
167 female 18 FALSE Christian 5 9 64.54 95.62
168 male 20 TRUE Atheist 5 10 136.60 132.57
169 male 21 FALSE Atheist 4 7 131.40 159.81
170 female 20 FALSE Atheist 4 8 158.14 74.65
171 female 22 FALSE Hindu 5 3 131.93 101.20
172 female 23 FALSE Muslim 5 9 64.77 67.07
173 male 22 TRUE Christian 5 8 180.55 186.04
174 female 20 FALSE Christian 5 5 103.79 65.54
175 male 20 FALSE Atheist 6 4 145.12 177.99
176 male 21 FALSE Muslim 5 5 72.84 106.16
177 female 21 FALSE Atheist 6 8 139.54 104.11
178 female 20 FALSE Atheist 5 7 62.95 112.72
179 male 18 FALSE Muslim 4 5 77.49 157.03
180 male 20 FALSE Buddhist 7 9 92.16 141.55
181 female 22 FALSE Atheist 5 7 50.77 88.06
182 female 20 TRUE Muslim 6 7 136.89 139.30
183 male 18 FALSE Christian 5 8 73.91 110.27
184 male 20 FALSE Christian 5 3 134.75 131.55
185 male 17 FALSE Christian 6 6 81.68 117.58
186 male 21 FALSE Atheist 6 8 52.69 141.77
187 female 19 FALSE Hindu 6 7 95.69 115.51
188 female 19 FALSE Christian 4 7 48.89 99.43
189 female 19 FALSE Hindu 7 5 74.61 118.28
190 female 18 FALSE Muslim 4 5 130.69 89.22
191 female 17 FALSE Atheist 4 3 117.14 127.78
192 male 18 FALSE Atheist 4 5 79.41 132.24
193 female 23 FALSE Atheist 5 8 93.74 136.06
194 female 19 FALSE Christian 6 9 129.94 102.30
195 female 19 FALSE Buddhist 5 6 75.31 82.62
196 male 18 FALSE Atheist 5 3 39.91 106.52
197 male 21 TRUE Hindu 3 6 63.88 138.17
198 female 22 FALSE Christian 7 7 82.12 146.93
199 female 22 FALSE Atheist 7 7 122.08 161.87
200 male 20 TRUE Christian 7 10 143.58 176.04
201 male 22 FALSE Christian 5 7 129.10 128.51
202 female 18 FALSE Muslim 4 7 109.66 144.83
203 male 21 FALSE Christian 5 5 84.99 92.42
204 female 22 FALSE Hindu 3 4 43.84 110.26
205 female 23 FALSE Christian 5 5 93.12 131.95
206 male 21 FALSE Muslim 3 8 164.43 96.20
207 female 19 FALSE Atheist 5 6 82.53 124.61
208 female 24 TRUE Hindu 5 7 111.18 87.74
209 female 23 FALSE Buddhist 5 9 149.63 41.91
210 female 20 FALSE Atheist 4 4 48.91 144.35
211 female 18 FALSE Atheist 6 9 68.96 149.53
212 male 16 FALSE Christian 6 5 136.77 149.19
213 female 21 FALSE Muslim 5 3 101.63 120.73
214 male 18 TRUE Muslim 6 7 130.49 176.93
215 female 22 TRUE Muslim 6 6 138.01 181.24
216 female 18 FALSE Christian 5 10 90.66 87.57
217 male 21 FALSE Christian 6 7 141.43 59.41
218 male 20 FALSE Muslim 5 5 189.82 111.98
219 male 23 TRUE Atheist 6 6 131.71 177.85
220 female 21 FALSE Muslim 6 7 92.03 146.88
221 male 20 FALSE Christian 5 6 108.13 134.77
222 female 21 FALSE Muslim 7 4 98.67 109.24
223 male 19 FALSE Atheist 4 6 137.66 73.17
224 female 18 FALSE Atheist 7 5 98.96 107.80
225 female 17 FALSE Atheist 6 7 111.49 99.58
226 female 18 FALSE Atheist 5 10 87.68 166.63
227 male 23 FALSE Buddhist 6 9 77.53 74.13
228 female 25 FALSE Atheist 4 4 87.68 133.83
229 female 21 FALSE Atheist 6 6 127.04 103.45
230 female 22 FALSE Atheist 6 3 78.31 137.84
231 female 21 FALSE Atheist 4 8 121.81 114.29
232 male 21 FALSE Atheist 4 7 110.64 101.38
233 male 19 FALSE Buddhist 5 6 107.29 107.27
234 male 24 FALSE Atheist 6 2 87.81 145.01
235 male 25 FALSE Hindu 4 2 49.27 113.65
236 male 16 FALSE Buddhist 4 8 114.41 128.71
237 female 22 TRUE Christian 5 4 118.15 164.99
238 male 20 FALSE Christian 5 7 125.49 54.55
239 male 21 FALSE Christian 7 9 96.60 132.10
240 male 22 FALSE Muslim 5 4 145.06 105.34
241 male 20 FALSE Christian 4 0 102.78 148.84
242 male 21 FALSE Atheist 4 5 115.07 161.34
243 male 19 FALSE Christian 5 9 71.80 113.27
244 female 22 FALSE Buddhist 6 4 14.34 132.84
245 female 21 TRUE Atheist 5 8 51.36 141.80
246 female 20 FALSE Atheist 4 8 78.24 157.83
247 male 22 FALSE Atheist 5 3 91.69 171.97
248 female 20 TRUE Atheist 5 6 126.50 138.64
249 male 21 FALSE Christian 6 5 104.82 106.33
250 male 19 FALSE Atheist 2 9 105.88 107.38
251 male 22 FALSE Atheist 6 7 108.37 117.53
252 male 22 FALSE Christian 6 5 72.73 127.40
253 male 23 FALSE Atheist 6 11 58.90 108.26
254 female 21 FALSE Atheist 4 6 103.15 76.34
255 female 21 TRUE Atheist 6 4 121.63 228.30
256 male 19 FALSE Hindu 5 8 110.65 91.83
257 male 19 TRUE Christian 6 6 68.42 138.20
258 female 21 FALSE Muslim 4 3 120.32 148.52
259 male 19 FALSE Christian 6 4 131.41 94.88
260 female 20 FALSE Hindu 6 2 114.64 122.20
261 female 22 FALSE Christian 5 5 79.85 163.71
262 male 21 FALSE Atheist 6 8 93.67 106.40
263 male 25 TRUE Muslim 5 5 142.03 177.20
264 male 20 FALSE Christian 4 7 131.54 24.59
265 female 18 TRUE Atheist 6 8 157.97 161.06
266 male 19 FALSE Muslim 4 5 131.91 131.93
267 male 23 FALSE Buddhist 7 5 128.44 146.81
268 female 19 FALSE Hindu 5 6 96.56 84.17
269 female 20 FALSE Atheist 5 5 141.15 146.02
270 female 19 FALSE Muslim 4 7 154.24 139.24
271 female 21 FALSE Hindu 5 4 171.57 134.30
272 female 24 FALSE Christian 2 4 40.37 113.40
273 female 23 FALSE Muslim 5 8 39.60 107.79
274 female 18 FALSE Christian 4 9 90.57 79.84
275 female 23 FALSE Buddhist 5 6 121.59 66.12
276 male 22 FALSE Atheist 6 9 118.89 114.38
277 male 19 TRUE Atheist 5 7 61.03 196.52
278 male 18 FALSE Hindu 5 6 106.92 143.63
279 female 17 FALSE Muslim 4 5 115.17 107.63
280 female 20 FALSE Atheist 6 4 159.32 88.66
281 female 18 FALSE Atheist 7 8 80.11 131.25
282 female 22 FALSE Atheist 4 4 113.22 79.14
283 female 19 FALSE Christian 4 5 69.43 64.26
284 male 18 FALSE Muslim 5 5 121.11 154.84
285 female 19 FALSE Atheist 5 6 159.10 100.49
286 female 20 FALSE Atheist 5 7 90.21 136.97
287 female 18 FALSE Atheist 5 8 115.21 85.44
288 male 18 FALSE Christian 5 7 61.36 115.38
289 male 22 FALSE Christian 7 0 91.97 104.41
290 female 18 FALSE Christian 4 8 87.66 94.41
291 female 22 FALSE Atheist 4 9 102.71 88.17
292 female 23 FALSE Muslim 6 9 67.01 110.91
293 male 22 FALSE Atheist 6 3 57.49 93.18
294 female 20 FALSE Christian 4 9 91.22 142.14
295 female 17 TRUE Christian 5 4 124.08 228.90
296 male 19 FALSE Atheist 5 8 105.39 97.97
297 male 17 TRUE Christian 4 8 179.16 198.67
298 male 20 FALSE Christian 5 6 85.72 162.19
299 female 20 FALSE Muslim 6 4 119.23 118.62
300 female 19 FALSE Atheist 5 5 62.48 54.98
301 female 18 FALSE Buddhist 6 6 120.94 126.09
302 male 21 FALSE Christian 4 5 77.80 124.84
303 male 20 FALSE Christian 4 10 75.77 139.76
304 male 18 FALSE Christian 4 7 111.98 126.18
305 male 21 FALSE Muslim 5 6 65.94 97.94
306 male 19 TRUE Buddhist 5 5 97.45 132.14
307 female 23 FALSE Buddhist 3 4 158.23 97.93
308 male 18 TRUE Christian 5 6 111.18 178.30
309 male 18 FALSE Christian 5 7 64.97 104.76
310 female 22 FALSE Christian 6 5 149.65 124.69
311 male 17 FALSE Christian 4 5 99.79 125.08
312 female 18 FALSE Atheist 5 3 92.02 112.60
313 female 21 FALSE Muslim 6 6 63.09 136.65
314 male 20 FALSE Muslim 4 7 60.40 127.59
315 female 21 FALSE Christian 6 6 118.64 72.26
316 female 17 FALSE Buddhist 4 6 107.20 122.03
317 female 21 FALSE Christian 4 8 93.48 144.45
318 male 14 FALSE Atheist 4 7 116.11 66.94
319 male 22 FALSE Buddhist 5 7 71.91 152.94
320 female 19 FALSE Christian 5 8 130.65 117.69
321 female 19 TRUE Atheist 4 4 96.23 183.70
322 male 20 FALSE Christian 5 7 68.03 110.52
323 female 21 FALSE Atheist 4 8 89.25 79.06
324 male 20 FALSE Christian 5 5 93.43 113.83
325 female 22 FALSE Atheist 6 4 89.57 105.37
326 male 21 FALSE Christian 6 6 83.91 143.54
327 male 17 FALSE Atheist 4 9 84.61 147.03
328 male 21 FALSE Atheist 5 3 102.81 151.59
329 female 21 FALSE Christian 5 7 111.62 86.29
330 female 18 FALSE Christian 7 7 150.27 117.08
331 male 22 FALSE Atheist 7 6 89.23 134.85
332 male 22 FALSE Buddhist 6 8 101.83 88.72
333 male 22 TRUE Christian 4 8 97.57 194.79
334 male 19 FALSE Atheist 4 9 100.58 131.63
335 female 14 FALSE Christian 5 5 74.45 160.76
336 female 20 FALSE Christian 5 7 105.90 125.14
337 male 20 FALSE Atheist 5 8 71.55 192.42
338 male 19 FALSE Atheist 5 5 86.98 144.09
339 male 21 FALSE Atheist 5 8 100.55 87.79
340 male 17 FALSE Christian 3 5 45.47 147.40
341 male 20 FALSE Atheist 5 5 79.40 124.87
342 female 20 FALSE Atheist 4 3 120.10 109.37
343 male 20 FALSE Muslim 6 4 47.17 142.98
344 male 22 FALSE Atheist 5 1 97.88 146.69
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573 male 19 FALSE Christian 4 5 95.71 65.44
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762 male 20 FALSE Christian 5 5 115.60 56.97
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830 male 21 FALSE Christian 6 7 156.82 154.41
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866 male 20 FALSE Atheist 5 7 132.23 111.40
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869 male 18 FALSE Christian 4 4 57.20 128.54
870 male 16 FALSE Christian 6 3 93.04 133.63
871 male 21 FALSE Atheist 3 6 107.75 109.22
872 male 21 FALSE Buddhist 4 7 53.26 172.61
873 male 22 FALSE Christian 5 7 34.81 78.17
874 female 21 FALSE Christian 5 9 131.09 69.04
875 female 21 FALSE Muslim 4 6 119.46 119.64
876 female 20 FALSE Christian 5 9 32.37 101.42
877 male 20 FALSE Christian 4 5 104.53 99.57
878 male 21 FALSE Muslim 5 4 80.98 107.14
879 female 21 FALSE Christian 6 4 127.32 148.52
880 female 22 FALSE Hindu 3 5 81.74 87.98
881 male 16 TRUE Atheist 5 7 162.14 159.99
882 female 20 FALSE Christian 7 5 94.35 119.48
883 male 22 FALSE Buddhist 6 9 93.27 157.88
884 male 15 FALSE Atheist 4 8 93.18 167.13
885 female 19 FALSE Muslim 4 7 61.09 90.38
886 female 17 FALSE Christian 6 6 131.72 120.68
887 female 16 FALSE Christian 5 8 110.38 97.85
888 female 21 FALSE Buddhist 5 4 147.17 112.07
889 female 20 FALSE Atheist 5 10 106.34 99.52
890 female 18 FALSE Muslim 6 7 85.10 105.04
891 female 19 TRUE Christian 5 4 156.05 159.73
892 male 19 TRUE Muslim 6 6 88.27 206.51
893 male 22 FALSE Christian 5 7 103.99 179.40
894 female 20 FALSE Christian 6 1 105.11 153.17
895 male 25 FALSE Christian 5 6 94.58 78.50
896 male 20 FALSE Atheist 4 6 78.24 118.54
897 male 23 FALSE Muslim 6 8 148.21 109.75
898 female 21 TRUE Christian 4 10 112.56 162.05
899 male 20 FALSE Christian 4 4 73.92 66.43
900 female 22 FALSE Christian 5 2 146.99 139.73
901 female 22 FALSE Christian 4 7 96.38 85.89
902 female 20 FALSE Atheist 5 6 89.36 129.86
903 female 19 FALSE Muslim 6 5 92.33 130.20
904 female 19 FALSE Buddhist 4 6 89.50 61.91
905 female 19 FALSE Christian 4 5 77.16 151.04
906 male 21 FALSE Atheist 5 7 69.11 99.84
907 male 21 FALSE Christian 5 8 74.01 109.25
908 male 21 FALSE Atheist 6 5 78.58 114.76
909 female 20 FALSE Christian 6 6 111.16 116.19
910 female 22 FALSE Christian 5 1 88.95 135.38
911 male 20 TRUE Christian 6 7 122.12 185.34
912 male 18 TRUE Atheist 5 5 136.27 158.33
913 male 20 FALSE Buddhist 6 5 109.68 112.84
914 male 19 FALSE Christian 6 6 118.23 143.29
915 female 21 FALSE Hindu 6 2 75.20 143.44
916 female 22 FALSE Christian 5 5 64.29 99.58
917 male 22 FALSE Christian 5 4 111.78 98.72
918 male 21 TRUE Christian 7 9 147.85 124.14
919 female 20 FALSE Buddhist 4 6 118.95 164.02
920 male 20 FALSE Atheist 6 7 66.34 152.26
921 male 20 FALSE Muslim 3 6 94.47 122.00
922 male 18 TRUE Atheist 5 7 100.73 148.66
923 male 20 FALSE Atheist 5 4 93.76 121.19
924 female 19 FALSE Christian 5 7 165.23 136.64
925 female 22 FALSE Muslim 3 5 71.22 70.53
926 female 21 FALSE Muslim 6 7 95.63 139.54
927 female 16 FALSE Christian 5 7 81.98 77.85
928 male 20 FALSE Hindu 5 8 139.31 99.04
929 male 19 FALSE Christian 4 5 113.23 164.23
930 female 19 FALSE Atheist 6 5 92.63 79.85
931 female 23 FALSE Muslim 6 8 120.46 129.96
932 male 20 FALSE Muslim 4 4 153.60 148.58
933 male 23 FALSE Christian 5 10 85.95 77.74
934 female 21 FALSE Atheist 6 8 50.88 151.77
935 female 21 FALSE Hindu 6 6 98.13 133.93
936 male 18 FALSE Atheist 6 5 109.69 82.75
937 male 22 FALSE Buddhist 5 4 118.19 108.26
938 male 17 FALSE Buddhist 3 4 51.04 158.83
939 female 20 FALSE Atheist 6 6 101.21 113.68
940 male 20 FALSE Atheist 3 1 117.61 135.23
941 female 20 FALSE Atheist 5 10 52.22 112.40
942 female 21 FALSE Christian 4 6 93.76 98.26
943 male 22 FALSE Hindu 6 7 153.56 116.40
944 male 20 TRUE Atheist 5 7 150.39 184.89
945 female 17 FALSE Atheist 4 8 121.22 120.97
946 male 21 FALSE Muslim 5 5 117.95 144.23
947 female 17 FALSE Buddhist 3 6 95.02 157.01
948 female 22 FALSE Muslim 6 4 84.01 88.09
949 male 23 FALSE Atheist 5 8 83.83 165.33
950 male 21 FALSE Atheist 6 8 113.62 208.14
951 female 16 FALSE Atheist 5 1 71.70 118.75
952 male 18 FALSE Muslim 7 4 125.05 133.33
953 male 16 FALSE Muslim 5 7 85.64 104.73
954 male 20 FALSE Christian 4 4 135.03 152.31
955 female 17 FALSE Christian 5 8 135.63 119.38
956 male 20 FALSE Atheist 5 9 70.25 168.27
957 female 20 FALSE Christian 5 8 127.89 111.90
958 male 21 FALSE Muslim 5 2 130.69 133.53
959 male 17 FALSE Atheist 5 7 105.18 85.31
960 female 20 FALSE Buddhist 4 6 69.25 131.49
961 female 19 FALSE Atheist 4 8 70.47 78.30
962 female 20 FALSE Atheist 7 3 109.41 112.98
963 female 22 FALSE Atheist 6 11 105.23 134.78
964 male 19 TRUE Atheist 6 5 144.74 208.47
965 female 20 FALSE Atheist 5 5 106.74 115.91
966 male 23 FALSE Atheist 5 3 106.14 91.60
967 female 23 FALSE Christian 4 7 133.57 119.65
968 female 17 FALSE Atheist 6 6 77.91 83.18
969 male 19 FALSE Muslim 5 6 47.42 106.52
970 female 23 TRUE Christian 2 9 115.81 204.02
971 female 21 FALSE Hindu 6 11 92.01 157.38
972 male 24 FALSE Atheist 4 6 111.46 117.53
973 female 20 FALSE Buddhist 6 11 112.20 104.01
974 female 22 FALSE Atheist 5 7 54.49 48.28
975 female 20 FALSE Atheist 6 4 76.43 79.31
976 male 17 FALSE Atheist 4 9 165.12 153.34
977 female 24 FALSE Christian 6 7 85.27 107.32
978 male 19 FALSE Atheist 5 3 139.83 139.63
979 male 25 FALSE Atheist 7 4 50.38 93.11
980 female 16 FALSE Atheist 5 7 78.92 111.33
981 female 20 TRUE Christian 6 7 93.32 163.61
982 male 19 FALSE Buddhist 5 7 114.12 156.11
983 female 23 FALSE Christian 6 9 38.54 89.84
984 male 20 FALSE Atheist 5 5 91.35 169.58
985 male 22 FALSE Christian 5 7 105.73 82.18
986 male 17 FALSE Atheist 5 9 99.73 162.39
987 male 16 FALSE Atheist 3 5 112.73 131.85
988 male 19 FALSE Atheist 8 9 40.72 151.44
989 female 19 TRUE Buddhist 5 4 92.95 138.36
990 male 19 FALSE Christian 4 6 84.25 130.13
991 male 17 FALSE Atheist 5 4 70.64 113.32
992 male 19 FALSE Muslim 7 5 115.89 169.65
993 male 23 FALSE Atheist 3 5 106.19 125.65
994 female 19 FALSE Muslim 5 5 81.44 148.80
995 male 21 FALSE Atheist 4 9 104.74 144.54
996 female 21 TRUE Atheist 3 3 98.45 194.72
997 male 21 FALSE Christian 5 6 134.20 118.89
998 male 19 FALSE Muslim 5 6 66.25 95.63
999 female 19 FALSE Christian 6 8 43.82 69.92
1000 male 23 TRUE Christian 6 6 126.90 159.61